Localized, non-random differences in chromatin accessibility between homologous metaphase chromosomes
Molecular Cytogenetics volume 7, Article number: 70 (2014)
Condensation differences along the lengths of homologous, mitotic metaphase chromosomes are well known. This study reports molecular cytogenetic data showing quantifiable localized differences in condensation between homologs that are related to differences in accessibility (DA) of associated DNA probe targets. Reproducible DA was observed for ~10% of locus-specific, short (1.5-5 kb) single copy DNA probes used in fluorescence in situ hybridization.
Fourteen probes (from chromosomes 1, 5, 9, 11, 15, 17, 22) targeting genic and intergenic regions were developed and hybridized to cells from 10 individuals with cytogenetically-distinguishable homologs. Differences in hybridization between homologs were non-random for 8 genomic regions (RGS7, CACNA1B, GABRA5, SNRPN, HERC2, PMP22:IVS3, ADORA2B:IVS1, ACR) and were not unique to known imprinted domains or specific chromosomes. DNA probes within CCNB1, C9orf66, ADORA2B:Promoter-Ex1, PMP22:IVS4-Ex 5, and intergenic region 1p36.3 showed no DA (equivalent accessibility), while OPCML showed unbiased DA. To pinpoint probe locations, we performed 3D-structured illumination microscopy (3D-SIM). This showed that genomic regions with DA had 3.3-fold greater volumetric, integrated probe intensities and broad distributions of probe depths along axial and lateral axes of the 2 homologs, compared to a low copy probe target (NOMO1) with equivalent accessibility. Genomic regions with equivalent accessibility were also enriched for epigenetic marks of open interphase chromatin (DNase I HS, H3K27Ac, H3K4me1) to a greater extent than regions with DA.
This study provides evidence that DA is non-random and reproducible; it is locus specific, but not unique to known imprinted regions or specific chromosomes. Non-random DA was also shown to be heritable within a 2 generation family. DNA probe volume and depth measurements of hybridized metaphase chromosomes further show locus-specific chromatin accessibility differences by super-resolution 3D-SIM. Based on these data and the analysis of interphase epigenetic marks of genomic intervals with DA, we conclude that there are localized differences in compaction of homologs during mitotic metaphase and that these differences may arise during or preceding metaphase chromosome compaction. Our results suggest new directions for locus-specific structural analysis of metaphase chromosomes, motivated by the potential relationship of these findings to underlying epigenetic changes established during interphase.
Homologous metaphase chromosome structures are heterogeneous at optical, sub-optical and atomic resolution –. This heterogeneity is manifest as distinctive chromosomal banding patterns superimposed on a highly conserved banding framework ,. Within the same cell, each chromosome of a homologous pair may be laterally and longitudinally asymmetric , or display differences in DNA methylation , and replication timing –. Differences in chromosome band resolution and histone modifications are distributed along the length of the mitotic metaphase chromosomes . In fact, phosphorylation of core histones-H3 and H4 at specific residues is retained in metaphase chromosomes, as an intermediate step in chromosome condensation . By contrast, lysine methylation and acetylation of histones are transient chromosome marks, with the loss of acetylation observed on all core histones in G2/M-arrested cells ,. High fidelity mitotic metaphase chromosome condensation is essential for accurate transmission and differentiation of the genome into daughter cells, however this process tolerates some degree of structural heterogeneity between chromosome homologs . Despite advances in modeling higher order chromosome condensation, the locus-specific accessibility of chromatin within highly condensed metaphase chromosomes is not well understood. Some progress, however, has been made through investigations of histone and nonhistone proteins that reorganize chromatin into its condensed state .
We have noted reproducible differences in chromatin accessibility between homologous metaphase chromosomes in specific genomic regions using locus-specific short (1.5-5 kb), fluorescence in situ hybridization (FISH) probes ,. These differences manifest as variation in hybridization intensities between homologs at single cell resolution. This phenomenon has been observed for ~10% of the 305 genomic probes that we have reported –, however the reasons for such variation were not understood. The remaining genomic regions show no significant differences in hybridization intensities between allelic loci on metaphase chromosomes.
In this study, we investigated locus-specific targets in metaphase chromosome regions that show consistent differences in DNA probe fluorescence intensity between homologs. Evidence is presented that these differences in hybridization of DNA probes result from their differential accessibility (DA) to their respective genomic targets. Using optical, and super-resolution microscopy with short target, unique sequence single copy FISH probes; these allelic chromosome regions exhibit consistent, non-random differences between their respective chromosome structures. Further, sequence analyses of interphase epigenetic marks at these loci suggest the possibility that such differences may be related to the presence of specific chromatin modifications.
Differential hybridization patterns detected on normal metaphase chromosome
Our previous studies demonstrated consistent differences in hybridization intensities for single copy probes in at least two-thirds of the metaphase cells. DA was probe and genomic interval specific and not related to either probe labeling or the individual samples hybridized. To illustrate different hybridization behaviours between homologs with short-target, single copy FISH probes, we compare examples of normal metaphase chromosomes hybridized with probes that show differences in accessibility to probes with equivalent accessibility. Single copy probes with differences in fluorescence intensities (i.e. differential accessibility or DA) between homologs (CACNA1B, HERC2, and PMP22:IVS3 genes) are shown in Figure 1A, Table 1 and are contrasted with hybridized probes that show similar fluorescence intensities (i.e. equivalent accessibility) to each homolog (CCNB1, C9orf66, BCR, Figure 1B and Table 1).
A potential alternative explanation is that differences in probe fluorescence might be related to polymorphic copy number differences in the genome. The genomic intervals covering each of the probes were examined for common copy number variants (CCNV) in the normal population. Two probes within the same genomic interval (CDK11B:IVS6; Table 1) overlapped a ~55 kb CCNV (chr1:1,616,989-1,672,591[GRCh37]), but neither exhibited DA. The remaining single copy probes (Table 1) either did not overlap any CCNVs or were known to overlap pathogenic CNV intervals. Population CCNVs cannot account for hybridization intensity differences between homologous chromosomes.
Chromatin accessibility to homologous metaphase chromosomes is non-random for most differentially accessible targets
FISH probes from chromosomes 1, 5, 9, 11, 15, 17 and 22 showing DA were hybridized to patient samples, in which specific homologs could be distinguished by the presence of a chromosome rearrangement (e.g. a translocation, inversion or heteromorphism) (Table 2). We investigated whether the same homolog in a sample was more likely to have a brighter probe hybridization signal than its counterpart (e.g. non-random), or whether hybridization intensity differences were random (e.g. the brighter signal occurred with equal frequency between homologs).
Single copy probes from within genomic regions overlapping RGS7, CACNA1B, PMP22: IVS3, ADORA2B: IVS1, and ACR showed preferential hybridization (based on probe fluorescence intensity) to the same homologous chromosome in different cells (non-random, p <5.0E-02, two proportion z-test; average of 80% metaphase cells [range 68-86%], n = 30–50 cells, Figures 2 and 3A). Interestingly, non-random DA was noted within PMP22:IVS3 and ADORA2B:IVS1, while adjacent single copy probes targeting different portions of these same genes (ADORA2B:Promoter-Ex1, PMP22:IVS4-Ex5) showed similar hybridization intensities (e.g. equivalent accessibility) between homologs. Control single copy probes from within CCNB1 (Figure 1B, left panel), C9orf66 (Figure 1B, middle panel), and an intergenic region within 1p36.3 also exhibited equivalent accessibility between homologs. DA is not exclusive to chromosomes originating from one parent-of-origin. For example, single copy probes from within CACNA1B and ACR exhibited greater accessibility (i.e. brighter fluorescent intensities) to the maternally-derived chromosomal target, whereas RGS7, ADORA2B: IVS1, and PMP22:IVS3 exhibited increased accessibility to the paternally-derived homolog (Figures 2 and 3A).
The non-random nature of DA was confirmed in a set of independent samples (L12-1980, L13-72, L11-729, Table 2) with distinguishable homologs (Additional file 1: Figure S1), of which parental origins were not known. Non-random DA was observed for probes from within RGS7, CACNA1B, PMP22: IVS3, ADORA2B:IVS1 and ACR, in which the accessible homolog exhibited significantly brighter probe hybridizations (p <5.0E-02; average of 74% metaphase cells [range 69-85%], n =25-50 metaphases per cell line, Figure 3B). Single copy probes from within PMP22:IVS3 (in cell line, GM06326) and RGS7 (GM10958) showed the brighter probe signal hybridized to the abnormal (i.e. derivative) chromosome homolog in the majority of cells analyzed (Figure 3A). By contrast, the same probes when mapped to an additional cell line with a structural alteration (L12-1980), showed that the normal chromosome homolog (Figure 3B) had a more intense hybridization signal. This indicates that DA is not influenced by the presence of particular chromosome rearrangements. Although chromatin accessibility for most DA targets exhibited a non-random preference for one homolog, one DA probe (OPCML; 2.53 kb) had a random pattern. This finding was confirmed on two different cell lines with cytogenetically distinguishable chromosome 11s (Table 2 and Additional file 1: Figure S1).
We also examined if DA was heritable in 3 members of an Angelman Syndrome (AS) family with a chromosome 15q12 microdeletion (Table 2) at loci adjacent to the rearrangement ,. In this family, the unaffected mother (II-1, Figure 4) inherited the microdeletion from her father (not available for study); and passed on the deleted chromosome to her AS children (III-1, III-2, Figure 4). A dual probe-dual labeling and color detection FISH strategy (Figure 4A) was utilized to distinguish the chromosome 15 homologs based on the presence or absence of the microdeletion. A 4.9 kb single copy FISH probe within the deletion interval (UBE3A:IVS7-IVS8, Table 2) served as a control (green circle in Figure 4A) to track the abnormal chromosome 15. Single copy probes detecting DA (dark and light red circles in Figure 4A) targeted intact sequences outside the deletion interval that occurred both within the AS imprinted domain (GABRA5 [2.77 kb], SNRPN [2.09 kb]) and adjacent to the imprinted domain (HERC2 [1.81 kb]). Irrespective of their imprinted status, probes within GABRA5, SNRPN, and HERC2 all showed a bias in non-random hybridization. The paternally inherited chromosome 15, which was deleted in II-1 and intact in III-1 and III-2, consistently exhibited greater probe accessibility (Figure 4B). Previously, we have reported biased early-replication during S phase at the same loci on the paternally-derived chromosome . The variance in the fraction of cells reported to have DA among different samples (Table 2) for all single copy probes described above (RGS7, CACNA1B, OPCML, GABRA5, SNRPN, HERC2, ADORA2B:IVS1, PMP22:IVS3, and ACR) was not significant (σ2 = 9.72, p = 8.65E-01, μ = 35 cells analyzed per sample, Bartlett’s test for homogeneity of variance).
Quantification of hybridizations confirm variation in fluorescence intensities between homologs for probes detecting DA versus equivalent accessibility
The extent of variation in DNA probe hybridization intensity between homologs was quantified by gradient vector flow (GVF) analysis for both DA probes (RGS7, CACNA1B, PMP22:IVS3, ADORA2B:IVS1, ACR), and control probes with equivalent accessibility (CCNB1, C9orf66, ADORA2B:Promoter-Ex1, PMP22:IVS4-Ex 5, and 1p36.3 intergenic region). Significant differences in integrated fluorescence intensities between homologs with DA were found relative to probes detecting equivalent hybridization (p <5.0E-02; n = 250 total metaphases, Figure 3C). The normalized intensity ratios between homologs in metaphase cells with DA were more variable (σ2 = 0.111, μ = 0.716) than control probes with equivalent accessibility to homologous targets (σ2 = 0.049, μ = 0.221).
DA is related to differences in internal chromatin accessibility of homologous targets
Using super-resolution, 3-dimensional structured illumination microscopy (3D-SIM), we demonstrated reproducible and significant differences in probe volume (p = 3.72E-07, n = 22 metaphase cells) and depth (p = 1.41E-07, n = 22) between homologous regions of three DA probes (PMP22:IVS3, HERC2, ACR). The distribution of probe volume and depth was broad in regions with DA (Additional file 2: Figure S2A) relative to those with equivalent accessibility (Additional file 2: Figure S2B). For example, a 1.81 kb single copy probe detecting DA within HERC2 (Figure 5A) exhibited a large difference between homologs (Figure 5B, 0.22 μm3 left panel and 0.001 μm3 right panel). Notably, the axial distributions (i.e. depth) of the probe fluorescence from the accessible (Figure 5C, left panel) and less accessible (Figure 5C, right panel) homologs were 1.70 μm and 0.80 μm, respectively. These differences in volume and depth projections can also be viewed by traversing through cross-sections of the hybridized chromosomes (Additional file 3: Movie S1, probe PMP22:IVS3). The hybridization signals of accessible and DA probes were contained within different focal planes of metaphase chromatin, and there was large variation in the number of reconstructed optical sections hybridized to the same target on different homologs (Figure 5C). By contrast, a probe detecting 5 distinct targets on chromosome 16 (NOMO1, Figure 6A) with equivalent accessibility to both homologs showed similar probe volumes (Figure 6B, 0.60 μm3, left panel and 0.89 μm3, right panel) and depths (Figure 6C, 1.4 μm both panels) (also see Additional file 4: Movie S2). Hybridization to each of these low copy targets were assessed for volume and depth differences as a single fluorescent target due to their close genomic proximity (~1 Mb apart). Among all cells, differences in NOMO1 probe volume (p = 1.30E-01, n = 20 metaphase cells analyzed) and depth (p = 8.90E-01, n = 20 metaphase cells) between homologs were not significant (Additional file 2: Figure S2B). These findings provide direct evidence that DA is due to the genomic target sequence being less accessible on one of the chromosome homologs.
Epigenetic features of open chromatin are enriched in genomic regions exhibiting equivalent accessibility versus those with DA
The source of the differences in single copy FISH probe accessibility between metaphase homologs is not known, however other markers of localized, sequence specific chromosome accessibility during interphase are well established . We compared common epigenetic chromosomal modifications diagnostic for open chromatin during interphase to the same genomic intervals that show DA or equivalent accessibility in metaphase (n = 93 genomic regions, Table 1). Interphase epigenetic patterns for single copy intervals detecting equivalent probe accessibility to both homologs showed higher integrated signal intensities. In particular, Deoxyribonuclease I hypersensitivity (DNase I HS), and open chromatin features marked by modifications such as Histone 3 lysine 4 mono-methylation (H3K4me1) and Histone 3 lysine 27 acetylation (H3K27ac) (Figure 7A). These targets exhibited higher integrated signal intensities for DNase HS and histone marks of open chromatin than other marks associated with transcriptionally active chromatin (i.e. H3K36me3, H4K20me1). By contrast, homologous chromosomal intervals exhibiting DA generally had lower integrated signal intensities for the same open chromatin features (Figure 7B), which would be consistent with diminished levels of open chromatin marks at less accessible metaphase loci. Collectively, the average integrated signal intensities of all open chromatin marks (DNase I HS, FAIRE, H3K4me1, H3K9ac, H3K27ac, H3K4me2) in the DA genomic intervals was significantly lower (μ = 2830, σ = 1900) relative to intervals with equivalent accessibility (μ = 4330, σ = 3650) (F = 62.28, p = 1.0E-04; Figure 7C and Table 1).
We have demonstrated differences in accessibility of allelic genomic targets in homologous metaphase chromosomes using independent and complementary approaches. First, we have detected and characterized DA with short, single copy FISH probes in genomic regions representative of telomeric, pericentromeric and chromosome arms (RGS7, CACNA1B, PMP22:IVS3, ADORA2B:IVS1, ACR, HERC2, GABRA5, and SNRPN) on cytogenetically distinguishable homologs. Differences in probe accessibility between homologs were non-random, and these findings were unrelated to the presence of chromosomal rearrangements that were used as markers to distinguish the homologs. With the one exception (OPCML), the brighter signal for each of the probes exhibiting non-random DA was biased to the same homolog in the cells from an individual. At the OPCML locus, DA occurred randomly, with either homolog exhibiting greater accessibility.
Aside from non-random hybridization patterns, DA was also found to be heritable. The proximal 15q region showed greater accessibility on the paternally-derived homolog, irrespective of the presence of a small molecular deletion adjacent to these probes. This pattern was stable and preserved across two generations in a family carrying the deletion. While our results do not inform on the degree to which parent-of-origin effects contribute to DA, future studies of additional familial rearrangements of known parental origin (e.g. chromosome 11;22 translocation carriers) for the probes in this study, as well as others, will be useful in demonstrating this.
The three dimensional distribution of probes displaying DA was visualized by 3D-SIM. This technique improves optical resolution by two-fold over conventional imaging, and more precisely delineates probe signals. Imaging at sub-optical diffraction scale occurs at a much higher frame rate, which enabled us to quantify differences in chromatin structure between homologous regions for single copy FISH probes more efficiently relative to other super-resolution techniques ,,. The spatial distributions of fluorescent hybridization to chromosome targets, emitted by single copy probes with DA, varied between homologous metaphase regions. The homolog with a lower hybridization intensity signal exhibited restricted probe occupancy in both the lateral and axial dimensions. The depth of the target sequences on the less accessible chromosome was also found to be an order of magnitude less than its corresponding homolog in the same cell. Finally, the target sequence in the homolog with lower intensity hybridization occupied a smaller volume of metaphase chromatin based on the spatial distribution of its probe fluorescence. The radial chromosome structure hypothesis, suggests that accessibility should be related to the proximity of the target sequence to the chromosome surface . Our results suggest rather, that the differences in the volume and depth of the hybridized target sequence are more likely related to the degree of compaction of corresponding DNA in each of the homologous chromosomes.
Based on our ENCODE analysis of genomic regions with DA or equivalent accessibility (Figure 7 and Table 1), we envision that the differential condensation of homologous chromosomes represents a transition between parental and daughter cell epigenetic states. Histone marks and chromatin binding proteins may potentiate some genomic loci to maintain a less condensed configuration of one or both alleles during metaphase, which might then poise them to restructure open chromatin regions during the subsequent interphase in daughter cells –. This transition state may be akin to a type of chromatin memory that recalls epigenetic marks derived from the preceding interphase so that they can be transmitted and re-established in subsequent daughter cells. To assess DA as a means of storing chromatin memory will be technically challenging. Chromatin modifications catalyze dynamic structural changes that arise over the course of interphase. It would be necessary to score DA at different cell cycle stages (e.g. G1, S, G2) to place these results in context. This would require enriched, synchronized cell populations at the end of G2 still possessing markers of interphase chromatin at the inception of chromosome condensation. Only a small fraction of unsynchronized cells are in G2. Interphase analysis was beyond the scope of the present study which was to demonstrate and characterize DA on mitotic metaphase chromosomes.
Reduced DNA accessibility may affect chromatin structure and histone modification (the most extreme instance being X chromosome inactivation), enabling the cell to maintain control over epigenetic variation in regulatory regions ,. This mechanism could exclude co-regulation of both allelic regions at a DA locus . Differences in chromatin accessibility may be a way to distinguish and spatially organize homologous loci so that the less accessible locus is separated from its accessible counterpart. To this end, homologous chromosomes are known to be in repulsion, e.g. significantly more distant from one another in the interphase nucleus relative to heterologous pairs . Alternatively, DA could be envisioned as a stepwise process of chromosome condensation that packages DNA into highly condensed polymers in a tightly confined space , producing heterogeneous levels of compaction, as we have observed at discrete allelic loci.
Specific epigenetic marks such as histone modifications or topological constraints on chromatin that characterize each allele at the same locus may be a mechanism that underlies DA. Epigenetic marks can be propagated to ensure stability of chromatin memory and cellular identity in daughter cells, following mitosis . Our findings can be interpreted in this context. Previous studies have demonstrated retention of nuclease hypersensitivity, transcription factor occupancy, and selective histone marks on mitotic chromatin –. Tri-methylation of histone H3 on lysine 9 and 27 is stably transmitted through interphase including mature post-replicative chromatin . Differential condensation of homologous chromosomal regions could encode these features in a structural form that effectively memorizes the state of chromatin preceding metaphase. Maintenance of chromatin memory would be important for normal development and disease avoidance .
Previous work has demonstrated differences in intrachromosomal compaction using large FISH probes (e.g. cosmids or bacterial artificial chromosome [BAC] based probes) hybridized to a complex mix of chromatin fibers . Reproducible differential hybridization patterns between metaphase homologs over short genomic distances (Table 1) have not been previously reported. The probes used to demonstrate DA are distinct from short single copy oligonucleotide (25–50 basepairs) DNA probes , densely tiled along a particular genomic region of ≥25 kb in length, that produce fluorescence signal intensities equivalent to a cosmid or a BAC. The differences in hybridization intensities to homologous chromosome regions of tiled oligonucleotides or large recombinant DNA probes are much less pronounced than the contiguous single copy probes used in the present study. BAC-based FISH probes, therefore, are not as sensitive for detection of DA, as these probes likely contain both genomic intervals with equivalent accessible and DA targets, and their longer target length increases their overall fluorescence intensity.
We have combined single or low copy probes for FISH, which together are on average 10 kb or more in genomic length, to assess boundaries of chromosomal rearrangements in complex genomic architecture ,,. The total length of these genomic targets does not solely dictate signal intensity. Probes of similar length and composition can vary in fluorescence intensity when hybridized to different regions in the human genome ,. In the present study, a 3.5 kb probe detects DA on chromosome 22 within ACR (Figure 2), whereas a smaller 2.08 kb single copy probe within C9orf66 (Figure 1B) shows equivalent accessibility and bright signals to both homologs. In addition, a low copy probe with 3 distinct genomic targets spanning 8.5 kb within HERC2 segmental duplicons exhibits DA (Additional file 1: Figure S1F). Finally, we did not find any remarkable differences in the GC content of individual single copy probes exhibiting DA relative to those showing equivalent accessibility (Additional file 5: Table S1). Our findings instead suggest that the context of the chromosomal regions themselves and their respective degrees of condensation primarily determine the differences in hybridization signal intensities that we observe.
We have previously designed and tested , novel single copy DNA probes to precisely ascertain small pathogenic chromosome copy number changes and complex genomic architecture in the human genome . In this study, we have expanded the utility of single copy DNA sequences to investigate chromatin accessibility differences between metaphase chromosome homologs. We demonstrate that chromatin accessibility differences are non-random with respect to specific homologous loci, they occur within exons, introns and intergenic regions, and these regions are not enriched for epigenetic marks of accessible interphase chromatin. Examination of allelic regions with DA, by super-resolution 3D-SIM, further showed that the internal chromatin structure of the accessible locus is less condensed relative to its inaccessible counterpart. Expanding the analysis of DA on a genomic scale to larger chromosomal domains containing allelic regions can help generate a high resolution map of chromatin accessibility during metaphase. Relating this information to epigenetic modifications during interphase may provide possible insight into how higher order chromatin structure is remodeled during mitosis.
Probe selection and scoring of differential accessibility (DA) on hybridized metaphase chromosomes
Single copy genome-coordinate defined DNA probes were previously developed and used with FISH to precisely localize breakpoints in rearranged metaphase chromosomes for many different diseases and disorders –. All single copy probes are devoid of repetitive elements and their nucleotide composition and genomic coordinates are precisely known. They map to a single location and can be developed from any unique region in the genome (e.g. exons, introns, intergenic, regulatory). As part of the development and validation of these single copy probes for FISH, they were hybridized to normal human chromosomes from the lymphocytes of at least one male and one female to confirm mapping of the probes to the expected genomic location –. Genomic locations of single copy probes were also compared to locations of common CNVs (≥1% of general population) from blood derived DNA in two independent sample sets from healthy individuals. Common CNVs on both sample sets were identified on Affymetrix CytoScan HD array using ChAS (Chromosome Analysis Suite) software. These population CNV data were obtained from Ontario Population Genomics Platform (873 individuals of European ancestry with minimum of 25 probes per CNV; Database of Genomic Variants) and Healthy sample track (~400 individuals with minimum of 35 probes per CNV; obtained from Affymetrix). During our validation studies, it was observed that while most single probes hybridized with similar affinity to both homologs within a cell, there were some probes in the validation samples with consistent, striking probe hybridization fluorescence intensity differences (or differential accessibility [DA]) between homologs. These probes were not pursued for clinical applications. In this study, we revisited some of these probes to begin to characterize the disparate fluorescence intensity differences between homologs. In order to determine if the hybridization intensity patterns were non-random, we selected DA probes based on availability of patient samples with cytogenetically distinguishable homologs (one normal, one rearranged) and the specific chromosomes involved in the rearrangements. Table 2 lists the FISH probes, their chromosomal location and the karyotypic findings of the 10 cell lines used to assess chromatin accessibility. These DA FISH probes were euploid and did not overlap the rearranged chromosomal regions. Parental origin of the chromosome rearrangement was known for 4 cell lines. Three cell lines (II-1 [mother], III-1 and III-2 [children]) were from a family carrying a microdeletion within the chromosome 15q12 imprinted region ,. The remaining cells lines were from unrelated individuals.
Chromosome preparations and fluorescence In situ hybridization
Peripheral blood lymphocytes or lymphoblastoid cell lines were cultured and chromosomes harvested using routine cytogenetic methods that included 0.075 M KCl hypotonic solution and 3:1 methanol:acetic acid fixation (Carnoy’s fixative) (also see Additional file 6: Supplementary methods) . With the exception of single copy FISH probe designed from within CCNB1 (2.47 kb) on chromosome 5q13.2 (genomic coordinates, Table 2), all probes were previously developed ,. The CCNB1 probe was specifically designed from a genomic region with hallmarks of open chromatin –. Single copy FISH probes used in this study ranged from 1.78 kb to 3.55 kb in length. Details of probe amplification, purification, labeling, hybridization, and detection are provided in supplementary material and have been previously described . To identify the chromosome 15q12 submicroscopic deletion (II2, III-1 and III-2), different biotin-labeled and digoxigenin-labeled single copy probes (one probe from within the deletion and one adjacent to the deletion), were hybridized simultaneously and detected in different colors to distinguish the deleted homolog from the normal one. For the other cell lines, the normal and rearranged homologs were distinguishable by DAPI staining and single copy probe hybridizations were performed.
DA was scored as differences in FISH probe hybridization intensities between homologous loci by direct examination using epifluorescence microscopy, and subsequently by quantification of hybridized probe epifluorescence images. At the microscope, hybridized probe fluorescence signals for each homolog were scored as bright, intermediate, dim, or nil. For a cell to be scored as DA, one homolog was required to exhibit an intermediate or bright probe signal and the other homolog a different intensity signal (e.g. bright/intermediate, bright/dim, bright/nil, intermediate/dim or intermediate/nil on homologs in a cell). For a cell to be scored as having equivalent accessibility, both homologs were required to exhibit probe hybridization of similar intensities (e.g. bright/bright, intermediate/intermediate). Microscope slides with metaphase cells were coded, hybridized and scored by 2 certified cytogeneticists. Twenty-five to 50 hybridized cells were scored for each sample. To exclude bias resulting from inefficient hybridizations, cells with dim hybridizations on both homologs or in which one homolog had a dim hybridization and the other had no hybridization were not scored. A two proportion Z-test was used to determine whether the fraction of cells showing DA or equivalent accessibility was statistically significant at α = 5.0E-02. Variance in the frequency of cells reported to have DA among different samples was assessed for significance (α = 5.0E-02) using Bartlett’s test for equality of variances.
For DA probes, a two proportion Z-test was also used to determine whether there was non-random preference for one parental homolog to have brighter probe fluorescence intensity (i.e. more accessible hybridization). From the Z-test score, a p-value was obtained to determine whether the proportion of the brighter hybridizations showed a significant bias (α = 5.0E-02) to one homolog. Additionally, probe fluorescence intensities in each cell were quantified by integrated gradient vector flow (GVF) analysis (next section).
Gradient Vector Flow (GVF) analysis to quantify differences in probe intensity between homologs
We previously developed a GVF-based algorithm that determined probe hybridization boundaries and quantified probe fluorescence ,. The GVF algorithm generated an active binary contour of the gray scale image of the probe fluorescence on each homolog. From the active contour, the integrated intensity values (in pixels) were calculated. The intensity values were normalized for each cell by taking the difference in integrated intensities between homologs, and dividing this difference by the sum of the intensities of both homologs. This converted raw total intensity values into a set of normalized intensity ratios (0 to 1). Values close to 0 confirmed that the probe intensities between the homologs appeared equivalent and ratios close to 1 indicated DA. A bias in hybridization intensities between homologous regions was reported as statistically significant (α = 5.0E-02) using a two-tailed t-test.
Examination of short target hybridized probe features using high resolution 3-D structured illumination super-resolution microscopy
3D-SIM (Nikon Corporation) was used to examine and quantify volume and depth of single and low copy DNA probe fluorescence embedded in metaphase chromatin. Low copy probes recognize multi-target DNA sequences that occur within segmental duplications . 3D-SIM image reconstruction algorithms, for generating high resolution chromosome images, were optimized using a low copy probe from within NOMO1 hybridized to normal metaphase chromosomes. This probe yielded bright fluorescence signals on both homologs as it hybridized to multiple genomic targets on chromosome 16 duplicons, ([GRCh37] genomic coordinates: 16452359–16455837, 15013674–15017156, 16412325–16415807, 18440574–18444056, and 18484058–18487536).
Chromosome image acquisition was performed on a motorized inverted Ti-E microscope equipped with a CFI Apo TIRF 100X oil (NA 1.49) objective (Nikon USA) and SIM illuminator (Nikon Corporation) in stack 3D-SIM mode. The epifluorescence image was captured using total internal reflection fluorescence mode followed by 3D-SIM on the same cell to gain resolution in the X/Y/Z dimensions. Compatible lasers with wavelengths of 457 nm and 561 nm were used to excite DAPI (chromosome counterstain) and Cy3 (probe fluorescence), respectively. Using moiré superimposed pattern formation , high frequency signal components were captured and deduced from the image reconstruction algorithms. Fast Fourier transforms were generated to validate that previously irresolvable high frequency signals from the epifluorescence metaphase image had been properly acquired by 3D-SIM (Additional file 7: Figure S3). The NIS-Elements AR software (version 4.13.00, Nikon Canada Inc.) reconstructed 3D-SIM images of hybridized sequence-defined probes demonstrating DA (HERC2, PMP22:IVS3, ACR) or equivalent accessibility (NOMO1) to metaphase chromosome homologs. The lateral fluorescence depth of each probe was calculated from a maximum of 20 reconstructed optical sections. Each section was collected in 0.1 μm steps from a total of 20 metaphase cells for NOMO1, 10 cells each for HERC2 and PMP22: IVS3, and 2 cells for ACR. A threshold on the gray scale image of the DNA probe signal was performed in NIS-elements software using image segmentation, which converted the gray scale image into a binary image contour. Following probe fluorescence thresholding, the volume of bound probe fluorescence was calculated over all reconstructed optical sections. From these data, differences in probe volume and depth between homologs were quantified (NIS-Elements AR software) and analyzed for significance (α = 5.0E-02, two-tailed t test). Movie montages of DNA probe volume and depth were generated as AVI files, using the Movie Maker option (NIS-Elements AR software). Key frames depicting DA between homologs from all angles were added to the movie in order to emphasize the volume view, which built and rotated the metaphase chromosome 360° around the X/Y/Z axis.
Sequence analysis of epigenetic chromatin marks for single copy probes detecting DA or equivalent accessibility
The genomic sequence of the single copy probes, which displayed DA or equivalent hybridization accessibility (asterisks, Table 1) in metaphase were compared with epigenomic DNA features that characterize open chromatin and active regulatory elements during interphase in multiple cell types ,. The epigenomic features from ENCODE  that we examined include DNase1 HS, Formaldehyde-Assisted Isolation of Regulatory Elements (FAIRE), and histone marks (H3K4me1, H3K9ac, H3K27ac, H3K4me2). The cell line used for ENCODE interphase comparisons, (GM12878, Coriell Cell Repository), was of the same B-cell lineage that we used to characterize DA and equivalent chromatin accessibility on metaphase homologs (Table 2). Furthermore, the cells were grown under the same culture conditions (37°C/5% CO2 in RPMI-1640 complete medium with 15% fetal bovine serum). ENCODE chromatin immuno-precipitation sequencing (ChIP-seq) data generated high resolution, multidimensional view of chromatin accessibility from the above-mentioned epigenomic DNA features . ChIP-seq signal intensities of each open chromatin feature were visualized along the full length of a given single copy interval using the UCSC (University of California Santa Cruz) genome browser. Individual data points of the ChIP-seq signal intensities overlapping the genomic length of each single copy interval (Table 1) were retrieved from the UCSC table browser using the Duke DNase1 HS, University of North Carolina FAIRE seq, and Broad Institute histone modification custom tracks. The data point intensities were summed for each single copy interval (Table 1) and mean integrated single intensity values with standard deviations at 95% confidence were computed and plotted for all open chromatin features within each category (DA or equivalent accessibility). We then determined whether the differences in these values were significant by the analysis of variance test (ANOVA) for DA probes versus those with equivalent accessibility. Significance was determined from the p value of the F ratio following ANOVA.
Analysis of variance
Chromatin immuno-precipitation sequencing
Common copy number variant
- DNase I HS:
Deoxyribonuclease I hypersensitivity
Encyclopedia of DNA elements
Formaldehyde-assisted isolation of regulatory elements
Fluorescence in situ hybridization
Gradient vector flow
Histone 3 lysine 9 acetylation
Histone 3 lysine 27 acetylation
Histone 3 lysine 4 mono-methylation
Histone 3 lysine 4 di-methylation
3-dimensional structured illumination microscopy
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The authors would like to acknowledge support from Canadian Foundation for Innovation (JHMK, PKR), Canada Research Chairs Secretariat (PKR), Queen Elizabeth II-Graduate Scholarship in Science and Technology (WAK), Schulich Graduate Scholarship Fund, Graduate Research Thesis Awards and the Ontario Graduate Scholarship (WAK.). A special thanks to Dr. Kevin Conway (Nikon Canada Inc.) and Nikon affiliates (Marine Biology Lab – Woods Hole, MA and Center for Biological Imaging - University of Pittsburgh) for their expertise on super resolution 3D-SIM and the use of their microscopy facilities. We thank the members of the Image Recognition and Intelligent Systems Laboratory at University of Western Ontario who built the Matlab compiler for GVF. Lymphoblastoid cell lines and lymphocyte fixed cell pellets were obtained from Coriell Cell Repository and the London Health Sciences Center Clinical Cytogenetics Laboratory. Cytognomix Inc. has received support from Ontario Genomics Institute, NRC-IRAP, MaRS Discovery District Market Readiness Program and the Ontario Centers of Excellence.
WAK declares no conflict of interest. PKR and JHMK are the founders of Cytognomix Inc. which holds patents and markets genomic technologies, some of which are related to the probes described in this paper.
JHMK and PKR conceived and guided the project. WAK carried out lymphoblastoid cell culture, single and low copy DNA probe design, FISH, 3D-SIM experiments, and analysis. WAK, PKR, and JHMK drafted the manuscript. All authors have read and approved the final manuscript.
Electronic supplementary material
Additional file 1: Figure S1: Examples of probes with DA by FISH. Arrows indicate the less accessible homolog (i.e. the weaker hybridization signal). A-E. Single Copy Probes: Dim or no hybridization is on the derivative chromosome 1 for RGS7 (cell line L12-1980), the normal chromosome 11 for OPCML (cell line GM10958), the normal chromosome 17 for ADORA2B:IVS1 (cell lines L12-1980), the derivative chromosome 17 for PMP22:IVS3 (cell line L12-1980), and the derivative chromosome 7 for ACR (cell line L12-1989), respectively. The other homolog in each panel has brighter hybridization signals. F. Low Copy Probe: HERC2 duplicon probe detects three distinct paralogous targets spanning 8.5 kb on chromosome 15 s from normal cell. (TIFF 2 MB)
Additional file 2: Figure S2: Quantification of differences in DNA probe volume and depth between probe regions for DA and equivalent accessibility following 3D-SIM. A. Genomic targets within HERC2, PMP22:IVS3, and ACR had 3.3-fold greater volumetric, normalized integrated probe intensities (μ =0.72 μm3, range: 0.15-1.0 μm3, n =22 cells) compared to a genomic target with equivalent accessibility within NOMO1 (panel B, μ = 0.22 μm3, range: 0–0.34 μm3, n = 20 cells). Genomic targets within HERC2, PMP22:IVS3, and ACR (panel A) also had broad distributions of probe depth (range: 0.005-1.0 μm) confirming DA versus genomic targets within NOMO1 (panel B) which showed smaller differences in probe depth (range: 0–0.14 μm), confirming equivalent accessibility between homologous regions. Probe volume and depth were not correlated for genomic regions with DA (r =0.163) and equivalent accessibility (r = − 0.281). Following quantification, normalization for probe volume was performed by subtracting the volumes between homologous targets and dividing by the total probe volume for each cell. Similar normalization was done for probe depth. (TIFF 527 KB)
Additional file 5: Table S1: DA probe intervals with chromosome location (column 1), genomic coordinates (columns 2 and 3) and fractional GC content (column 4). GC content was calculated for an interval by obtaining the genomic sequence in FASTA format using the Galaxy Metaserver (url: https://usegalaxy.org/) and then inputting the sequence into Galaxy EMBOSS tool (‘geecee’) to calculate GC percentage. Average GC content for the 34 genomic regions with DA was 47.3% with a low standard deviation (μ = 0.473, σ = 0.08). ‘*’ indicates probes hybridized on cells with distinguishable chromosome homologs in this study to examine random vs nonrandom features of chromatin accessibility. Refer to Table 1 for specific genic regions within each interval. (XLSX 10 KB)
Additional file 6:Supplementary Methods. Details of chromosome cell culture, single copy DNA probe preparation, and in situ hybridization are provided. (DOCX 21 KB)
Additional file 7: Figure S3: Validation of super-resolution imaging of metaphase chromosomes before and after 3D-Structured Illumination Microscopy. A. Fast Fourier transform (FFT) shows the point spread function from a wide field epifluorescence metaphase with a hybridized single copy probe with DA (HERC2, 1812 bp). B. FFT on the same cell following 3D-SIM. This verified that the point spread function of super-resolution 3D-SIM was an order of magnitude higher than the wavelengths of wide field epifluorescence, as it captured high frequency measurements of fluorescent objects. This was used as a quality control metric to validate resolution of the 3D-SIM data on the Nikon Ti-E SIM illuminating system. (TIFF 3 MB)
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Khan, W.A., Rogan, P.K. & Knoll, J.H. Localized, non-random differences in chromatin accessibility between homologous metaphase chromosomes. Mol Cytogenet 7, 70 (2014). https://doi.org/10.1186/s13039-014-0070-y
- Metaphase single copy FISH
- Homologous chromosome structure
- 3-D super resolution microscopy
- Differential chromatin accessibility
- Allelic differences
- Human mitotic chromosomes
- Molecular cytogenetics