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Published online before print
October 12, 2006, 10.1101/gr.5560806 Genome Res. 16:1505-1516, 2006 ©2006 by Cold Spring Harbor Laboratory Press; ISSN 1088-9051/06 $5.00
Letter Flexibility and constraint in the nucleosome core landscape of Caenorhabditis elegans chromatin1Department of Pathology, Stanford University School of Medicine, Stanford, California 94305-5324, USA; 2Department of Genetics, Stanford University School of Medicine, Stanford, California 94305-5324, USA; 3Department of Biology, Johns Hopkins University, Baltimore, Maryland, 21218, USA
Nucleosome positions within the chromatin landscape are known to serve as a major determinant of DNA accessibility to transcription factors and other interacting components. To delineate nucleosomal patterns in a model genetic organism, Caenorhabditis elegans, we have carried out a genome-wide analysis in which DNA fragments corresponding to nucleosome cores were liberated using an enzyme (micrococcal nuclease) with a strong preference for cleavage in non-nucleosomal regions. Sequence analysis of 284,091 putative nucleosome cores obtained in this manner from a mixed-stage population of C. elegans reveals a combined picture of flexibility and constraint in nucleosome positioning. As has previously been observed in studies of individual loci in diverse biological systems, we observe areas in the genome where nucleosomes can adopt a wide variety of positions in a given region, areas with little or no nucleosome coverage, and areas where nucleosomes reproducibly adopt a specific positional pattern. In addition to illuminating numerous aspects of chromatin structure for C. elegans, this analysis provides a reference from which to begin an investigation of relationships between the nucleosomal pattern, chromosomal architecture, and lineage-based gene activity on a genome-wide scale.
As a major subunit of eukaryotic chromatin, nucleosome cores consist of 146 bp of DNA wrapped 1.65 times around a histone protein octamer containing two each of the four core histones, H2A, H2B, H3, and H4 (Luger et al. 1997
Numerous cellular systems that interact with DNA have been shown to respond dramatically to the presence of nucleosomes in a region. Some critical processes are categorically excluded or facilitated on nucleosome-bound regions, while the efficiency of other processes is influenced by the precise setting of the DNA on the nucleosomal surface. Hence, the dynamic localization properties for nucleosomes and their flanking regions play key roles (permissive and regulatory) in nuclear function. At the extremes of possibility, nucleosomes could be locked in a single position or completely free to (rapidly) diffuse along the DNA (Kornberg 1974
Caenorhabditis elegans provides an intriguing system in which to study global aspects of nucleosomal positioning. The C. elegans genome is well characterized on both a structural level (sequence) and in terms of genetic function (Riddle et al. 1997
Methods to understand nucleosome positioning can be broadly classified into reconstitution and "natural position" approaches. Reconstitution experiments generally begin with naked DNA and purified histones that are assembled in vitro into a chromatin-like structure whose relationship to DNA sequence can then be analyzed (Dong et al. 1990 In this work, we used a high-throughput single-molecule approach to analyze nucleosome core positions in C. elegans chromatin. This analysis yielded an extensive picture of chromatin structure for the C. elegans genome, while providing examples of both constrained and flexible nucleosome positioning.
Isolation, optimization, and sizing of mononucleosome core DNAs We first sought a method for isolating DNA fragments from nucleosomal cores that would rely on physiological conditions that minimally disrupt the association of nonhistone proteins while providing a relatively uniform DNA preparation. One goal, in particular, was to avoid protracted isolation protocols or stripping of nonhistone proteins, since these might be expected to allow relocalization of nucleosome cores on DNA. Our strategy was thus to digest chromatin to nucleosome cores as soon as possible after cell lysis using physiological salt conditions with moderate to low temperatures and short digestion times to minimize nucleosome movement. Briefly, we isolated mononucleosome core DNAs by grinding flash-frozen wild-type (N2) worms in liquid nitrogen with subsequent thawing, micrococcal nuclease (MNase) digestion, proteinase K treatment, agarose gel isolation, and purification as described below (Methods) (Fig. 1A). Animals were alive when flash frozen, remained frozen during the grinding steps, and were immediately added to a concentrated solution of micrococcal nuclease upon thawing. micrococcal nuclease digestion was stopped within a short time, followed by isolation of DNA fragments and analysis. We obtained varying degrees of digestion depending on the amount of micrococcal nuclease used, the temperature at which the digestions occurred, and the length of time of the digestion. As expected, these digestions produced ladders consisting of mono-, di-, tri-, and higher order nucleosome DNA fragments on agarose gels. Following electrophoresis, we excised the bands representing the mononucleosome cores for further analysis (Fig. 1B).
To determine the extent to which the mononucleosome cores were digested, we cloned cores isolated from various conditions and sequenced a total of 346, with a number of clones from each condition to determine a rough size distribution (Table 1; Supplemental Fig. 1). Further confirmation of size distribution was obtained following end labeling of bulk samples (with polynucleotide kinase) followed by electrophoresis on DNA-sequencing gels (Fig. 1C). Ideally, all cores would be the same size of 146 bp, but in practice we isolated a range of fragments from each of the samples. Size distribution depended on micrococcal nuclease concentration, digestion temperature, and duration. We chose conditions with the tightest distribution for further analysis. These conditions (100 µL of newly thawed C. elegans powder treated with 1280 units of micrococcal nuclease at 16°C for 12 min) resulted in a substantial band corresponding to DNA digested to mononucleosomes as assayed by both agarose and acrylamide gel electorphoresis (Fig. 1B,C lane 8). From the 37 fragments from this DNA that were cloned and sequenced, we obtained a size distribution with a median of 147 and standard deviation of 8.1 bp (Supplemental Fig. 1; Table 1).
Accuracy and precision of nucleosome footprinting by micrococcal nuclease digestion Nucleosomes engage a segment of 146 bp of DNA in a tight complex. Micrococcal nuclease is a rather efficient tool for footprinting pure DNA-core complexes (Noll 1974b
Genomic positions of cores
Using our optimized isolation procedure, we produced microgram quantities of nonamplified mononucleosome DNA cores for bulk pyrosequencing. We obtained 312,492 individual end sequences, using the pyrosequencing-based "454" platform described in Margulies et al. (2005)
A sequence alignment for each of the pyrosequencing reads against the C. elegans genome (WS154) was carried out with a local installation of BLAT (ver. 32x1) using default parameters (Kent 2002
In order to have positional data that is directly comparable to other resources, we filtered the sequence data to focus on individual sequences that could unambiguously be placed on the C. elegans physical map (WS120) as represented by the UCSC Genome Web Browser (http://www.nbic.nl/bioassist/servicetools/BatchBlast/). A certain fraction of sequences are excluded by this analysis, including putative nucleosome cores in repeated genomic regions, a number of sequences with ambiguous termini, and sequences corresponding to the small fraction of the C. elegans genome for which no sequence is available. Approximately 60% of the raw sequencing reads (187,863 total) were sufficiently accurate, unique, and unambiguous to be definitively placed in the C. elegans genome. We refer to this data set as the Unique Unambiguous Pyro-core (UUPc) data set. As observed with our 346 manually cloned cores, these 187,863 putative pyrosequencing cores (pyro-cores) were found on every chromosome and were well distributed throughout the genome (Supplemental Fig. 2) with 28,230 hits on chromosome I, 30,310 hits on chromosome II, 26,111 hits on chromosome III, 30,177 hits on chromosome IV, 39,547 hits on chromosome V, and 33,488 hits on the X chromosome. Densities of unique sequence pyro-cores recovered and assigned using this analysis were remarkably constant over the genome, with enrichment (approximately twofold) observed in a small number of regions. The enriched signals might represent regions of the genome with increased nucleosome density, increased accessibility and recovery in the sequencing protocol, or increased copy number (e.g., through tandem duplications not annotated in the draft genome sequence) in the population of wild-type animals used for this analysis. The latter seems a particularly intriguing possibility, given that C. elegans appears to duplicate genomic regions of tens to hundreds of kilobases relatively frequently (in evolutionary time) (Thomas 2006 Our initial data set is sufficient to obtain a pyro-core map for the C. elegans unique genome at a representation of one nucleosome per 300400-bp segment. We have taken two approaches toward analyzing characteristics of the pyro-core distribution on a finer scale. (1) Focusing on unique sequences in the genome, we could make certain inferences on relative position based on cases where two pyro-core sequences fall (by chance) into a limited DNA sequence interval. (2) Focusing on repetitive sequences in the genome, we could derive a small number of much higher density consensus nucleosome maps. We note that these two approaches operate on different data sets (unique DNA versus repetitive regions).
As a first analysis of positioning in unique DNA, we used the UUPc data set to analyze nucleotide and dinucleotide composition at every position relative to core fragment termini. One feature illustrated by this analysis is modest sequence bias at the sites of micrococcal nuclease cleavage. Previous studies of micrococcal nuclease specificity have suggested preferential cleavage at A/T-rich target sequences (Wingert and Von Hippel 1968
Analysis of dinucleotide distributions revealed a strong periodicity of AA and TT dinucleotides with an interval of
A key feature of the chromatin dynamics for a given chromosomal region is the variability of nucleosome position in a population of cells. As an initial test of this, we examined the distribution of Start-to-Start distances between pairs of unambiguously located pyro-core starts within 1000 bases of each other in the genome. To avoid any assumptions about pyro-core length, we limited this analysis to cores that were sequenced on the same strand. From the resulting plot (Fig. 3A), a large number of instances in which pyro-cores are closely positioned in the genome can be observed. These can be divided into two groups: cases in which two different reads have identical sequence and those where there is a finite but subnucleosomal separation (e.g., 1150). Cases in which two samples give identical sequence almost certainly include many spurious repeat events, in which two separate beads are included in the same emulsion droplet in emulsion-PCR (during preparation of samples for 454 sequencing). Even with these repeats ignored, there is still evidence for preferential positioning of core positions in the data set, since cases of a single-base differential between adjacent pyro-cores are still more common (535) than any other separation (<250 for any other separation). Conversely, even if all of the same-base matches in the data set were considered, the majority of potentially overlapping pairs of pyro-core sequences (within 150 nt) are spread between 10 and 150 bp apart and not present at the close range of 010 bp. This and the relative constancy of the separation distribution illustrates a substantial degree of local plasticity in nucleosome position.
A second global view of relative positioning comes from comparing distances between starts of pyro-core sequences on different strands (Start-to-End distances). In this case, there is no ambiguity of spurious duplication of sequencing runs from a single initial molecule (since the strands are kept together during preparation for 454 sequencing). The Start-to-End analysis, shown in Figure 3B, demonstrates a clear peak (146 nt) consistent with some degree of nucleosome constraint. Smaller peaks at positions 10 and 20 bp shorter than the main peak are certainly intriguing. These are consistent with some degree of rotational phasing for nucleosomes, but could also reflect nuclease preferences. Confirming the independent Start-to-Start analysis, a major conclusion from the Start-To-End profile is the substantial heterogeneity in core positions for the diverse cell populations used for these studies. This is evidenced, for example, by the relatively constant incidence of Start-to-End distances over the range of the graph.
High-resolution nucleosomal maps of the 5S and 18/26S rDNA clusters For the Ce5SSL1 cluster, we observe individual termini broadly distributed through the sequence (Fig. 4A). We also assessed coverage as a function of position within the repeat, as represented by the number of putative nucleosomes covering each site in the repeat, assuming a total length of 146 for each core (Fig. 4B). Although both termini and coverage show nonrandom character, the biases are modest, with the most striking preference representing two putative nucleosome positions just downstream of the SL1 encoding transcript. Despite this and other apparent preferences, we note that all positions within the 982-bp segment exhibit apparent nucleosome occupancies within two- to threefold of the calculated mean.
Figure 5 shows an analysis of positioning of sequence reads on the larger Ce18/26SrDNA locus. Much of this locus displays a pattern of modest variation in nucleosome densities similar to that observed with the Ce5SSL1 locus. A considerable amount of the variation may be due to modest experimental biases or noise, as is evidenced by the difference observed between profiles for the two DNA strands. In contrast, we observe one very distinct feature at the 3' end of the 18/26S transcript, which is a region of 100120 bp, and which is substantially underrepresented in the putative nucleosome cores. This is also the site at which nucleosome-depleted regions have been observed in rDNAs of other organisms (e.g., yeast and mouse) (Dammann et al. 1995
Positioned nucleosomes in psx1 repeat locus In our initial cloning of 346 cores we were surprised to isolate four independent nucleosome cores covering a genomic element, representing over 1% of our total clones (Fig. 6A). These cores corresponded most closely to a region of the left end of the X chromosome annotated to have 19.2 copies of a 172- or 175-bp repeat (3331 bp total). Interestingly, the four core clones of this element had very similar termini. We have named this repeat the positioning sequence on X (psx1). This sequence is a component of a previously recognized repeat, CE#000122 (Bao and Eddy 2002 40 copies of the psx1 repeat in version WS120 of the C. elegans genome with 34 of those repeats contained in two clusters on X and one cluster on V. Given the >100-fold discrepancy between the number of times psx1 was cloned and expected in our initial libraries, we performed a Southern blot analysis of the psx1 repeat element with two distinct strains of C. elegans that had been cultured separately for over 30 yr [wild-type strain (N2) and unc-93(e1500)] (Greenwald and Horvitz 1980
The frequency and uniformity of the initial clones indicated that psx1 might serve as a valuable example of a highly repeated sequence with well-positioned nucleosomes. The ability to detect strongly nonrandom positioning in a population of nucleosome-length DNA is critical to the utility of any high-throughput chromatin analysis. We thus investigated the character of this repeated sequence further using a variety of techniques: analysis of the high-throughput sequence data, Southern blotting, primer extension, and PCR-based cloning of termini.
Of our 312,492 pyrosequencing reads, 635 reads, or
Southern blot analysis of positioning made use of a unique ApoI restriction site roughly in the center of each copy of psx1 (Fig. 7A). Digestion of C. elegans DNA to
As a third approach to measure position, we ligated isolated mononucleosome cores to a DNA vector of known sequence and amplified the resulting product by PCR with one primer in psx1 and one in the vector. This analysis was carried out using cores derived from a variety of micrococcal digestion conditions (see Fig. 7 legend), with the resulting products comigrating as a single band on a 2% agarose gel (Fig. 7B). Following gel isolation and end labeling, samples were resolved on sequencing polyacrylamide gels, with migration closely corresponding to the expected length of 202 bp (Fig. 7C). Fine-scale analysis of PCR ligation products was carried out by cloning and sequencing psx1-derived PCR products; of 18 ligation products characterized, 17 exhibited termini within three nucleotides of the expected junction (Fig. 7D; the 18th product started 32 nt further upstream).
Primer extension analysis provides an additional tool for mapping termini in a complex DNA sample (Wilson et al. 1980
As a model system for animal development and physiology, C. elegans provides a remarkable combination of well-characterized structures and powerful tools. Given the paramount roles of chromatin and epigenetics in development and maintenance of species, C. elegans would certainly provide an ideal platform in which to explore the connections between chromatin structures and epigenetic functions. In this study, we have presented an initial analysis of plasticity and constraint in nucleosome positions in mixed-stage populations of C. elegans hermaphrodites grown under conditions of ample food. We envision the data resulting from this analysis to be of use in several contexts. First, it is hoped that this data will contribute toward understanding genomic function in C. elegans. Second, this analysis provides an unusually large data set of nucleosome positions for structural analyses of nucleosome::DNA interactions. Before delving into the details of the observed localization, it is important to understand both the power and limitations of the primary method we used to define nucleosome cores. First, we stress a tradeoff between complexity in the assay and physiological relevance of the inferred position. Pure nucleosomes can readily be assembled on pure DNA, examined by a wide variety of physical and biochemical techniques, and used thereby to illuminate an intrinsic component of the nucleosomal energy landscape. Although positions obtained from analysis with purified components are likely to diverge dramatically from those in vivo, they certainly provide an important window into the biochemistry and energetics of nucleosome::DNA interactions. As a somewhat more physiologically related view of nucleosomal pattern, a number of procedures have been developed that strip nonhistone proteins from in vivo chromatin (in many cases with high salt) to yield a relatively manipulable population of nucleosome::DNA complexes. Certainly such treatment would be expected to modify positions of some nucleosomes; nonetheless, the data obtained from such analysis has unquestionably been of value. Attempts to determine nucleosome position in chromatin that has not been vigorously stripped are a means to get closer to natural pattern; at the same time, these methods present some challenges in that the distinction in accessibility between nucleosome and non-nucleosome DNA can be compromised by tightly binding non-nucleosomal components.
Our approach to this question in C. elegans has been to develop a method that relies on natural chromatin from cells that have been frozen while alive, disrupted while frozen, and thawed directly into a mix containing a high concentration of a reagent with the capacity to distinguish nucleosomal from non-nucleosomal DNA. Numerous probes with different degrees of specificity have been used in bulk chromatin analysis. At one extreme of this spectrum are some chemical probes, such as hydroxyl radical (Tullius and Dombroski 1986
One final set of "known" biases that we point out involves the amplification and pyrosequencing technique used for the analysis. We can only observe nucleosome core ends in this assay if the resulting fragments can be amplified and unambiguously identified by pyrosequencing. It should be stressed that amplification by emulsion PCR occurs only after the DNAs have been diluted to concentrations of <<1 molecule per emulsion droplet. Thus, competitive aspects of PCR will not affect the relative representation in the final data set. Nonetheless, any fragment that was recalcitrant to either the initiation or amplification phases of PCR would certainly be underrepresented in the final data set. Pyrosequencing, likewise, appears remarkably efficient, but by no means perfect as a means to assign fragment identities. We note that the 42 rounds of pyrosequencing used in this analysis generates between 39 and 303 bp of moderately high-quality sequence (with a mode of 108 bp, a mean of 113.1 bp, and standard deviation of 15.4); this is more than sufficient to place any nonrepetitive segment uniquely in the C. elegans genome, even with small numbers of pyrosequencing-related errors. Nevertheless, we found a number of sequences for which ambiguities arose from sequencing-related issues such as the precise placement of the 5' end. Given the unique characteristics of error generation during pyrosequencing (in particular, confounding effects at and downstream of long homopolymer runs) (Ronaghi et al. 1999 Despite the various potential biases at various stages of the analysis, we expect the data resulting from high-throughput sequencing of nucleosome core preparations to have substantial value. In particular, these data generate a positional profile of chromatin at a level of detail and precision that should allow physiological rearrangements at a locus to be readily detected. The analysis of psx1 and of the Ce5SSL1 ribosomal RNA loci, in particular, demonstrate that we can indeed distinguish regions with highly positioned nucleosomes (e.g., psx1) from those with relatively arbitrary positioning (e.g., Ce5SSL1), with the basic aspects of both positioning (in the case of psx1) and flexibility (in the case of Ce5SSL1) being relatively insensitive to the modality of analysis used to characterize the putative nucleosome cores. Although all of the techniques used to address positioning (Southern blots, primer extension, PCR, and high-throughput sequencing) have significant strengths and weaknesses, only the sequencing approach has a true potential for genome-wide analysis. In addition to providing a valuable example of nucleosome constraint, the psx1 element provides a rather unexpected enigma. Our data (both representation in libraries and Southern blots) indicate that repeats of this segment make up a much larger fraction of the genome than expected from the available genome assembly. One presumes that the difficulties in assembling tandemly arranged segments with similar sequences accounts for this discrepancy. Although the function and origin of psx1 are not clear, the strong nucleosome positioning character suggests potential roles in chromosome structure and function. In the course of this analysis, we observed a number of other repeated loci that may be underrepresented in the annotated genome (data not shown). Functions for these elements may also be an intriguing area of investigation.
Finally, we note that the basic chromatin characterization and high-throughput sequencing analysis described herein provide a bulk characterization of chromatin that should be useful as a reference for studies of specific loci and/or specific developmental and physiological conditions. As a first component of this, the nucleosome ladders seen by agarose gel electrophoresis of micrococcal nuclease-digested chromatin allowed us to view the bulk size distributions for di-, tri-, tetra-, and pentanucleosomes from C. elegans. The discrete bands produced by micrococcal nuclease digestion seen on our agarose gels confirmed results of Dixon et al. (1990)
Two types of constraint in nucleosomal position can be envisioned. Constraint in relative position would occur where neighboring nucleosomes were frequently separated from each other by a specific linker length but not necessarily fixed to specific spots on the DNA. From the bulk agarose gel analysis described above, it is clear that nucleosomes are arranged relative to each other in an orderly (end-to-end) fashion over a significant fraction of cells and positions within the genome. Constraint in absolute position would occur in regions where nucleosomes reproducibly prefer specific positions relative to the underlying DNA sequence. The lack of a strong dinucleosome peak in the Start-to-Start analysis of the sequencing data (Fig. 3A), combined with the modest character of the
While the sequence data supports the existence of considerable positional flexibility for C. elegans nucleosomes, there is also ample evidence for positional constraint. This is indicated by the 146-nt peak in the plot of Start-to-End incidences in Figure 3B. Additional indication of such constraint can be derived from a more sensitive analysis based on a Fourier transform of the Start-to-Start data in Figure 3A (see Supplemental Fig. 5). The Fourier analysis shows two strong periodicities. A broad peak ranging from 157 to 171 bp with a maximal signal at
Isolation of core DNA fragments To isolate the DNA from nucleosome cores we first isolated mixed stage, wild-type (N2) C. elegans cultured on OP50 bacteria and flash froze them into pellets in 0.34 M sucrose/Buffer A (15 mM Tris-HCl at pH 7.4, 15 mM NaCl, 1 mM DTT, 60 mM KCl, 0.5 mM spermidine, 0.15 mM spermine, 25 mM bisulfite) using liquid nitrogen. Next, the worm pellets were ground to a fine powder in liquid nitrogen using a mortar and pestle. The powder was allowed to thaw to 4°C on ice. CaCl2 was then added to a final concentration of 1 mM and micrococcal nuclease (Roche) resuspended at 30 or 300 U/µL in NEBuffer 1 and was added to final concentrations ranging from 0 to 12.8 U/µL and incubated at 4, 16, or 25°C for varying amounts of time as described in the Results and Table 1. The micrococcal nuclease digestion was stopped by addition of an equal volume of worm lysis buffer (0.1 M Tris-HCl at pH 8.5, 0.1 M NaCl, 50 mM EDTA, 1% SDS) and one-tenth volume of proteinase K (20 mg/mL in TE at pH 7.4) and incubated at 65°C for 45 min with frequent vortexing throughout the incubation to remove and digest the histone and other proteins. The nucleosome core DNA was isolated by phenol, phenol/chloroform, and chloroform extractions followed by ethanol precipitation in the presence of one-tenth volume of saturated ammonium acetate and RNase treatment, followed by phenol/chloroform and chloroform extractions and ethanol precipitation. The DNA was resuspended in TE (pH 7.4). Micrococcal nuclease-digested DNA was separated into mononucleosome, dinucleosome, trinucleosome, etc., DNAs by agarose gel electrophoresis running the DNA samples on a 4% NuSieve GTG Agarose (Cambrex) gel at 100 V for 4 h. Mono-, di-, and trinucleosome bands were visualized, photographed, and excised from the gel, and the DNA was extracted by melting the band in a 65°C water-bath and subsequent phenol/chloroform and chloroform extractions and ethanol precipitation. The DNA was resuspended in TE (pH 7.4) for cloning or 5 mM Tris (pH 7.9) for pyrosequencing (454 Life Sciences).
Preparation of core DNA ends for cloning
Virtual generation of "random cores"
Sequence alignment
Southern blotting
PCR-based local analysis of core positions
To remove primer dimers and unincorporated nucleotides and primers, 10 µL of each PCR reaction were run at 70 V for 2 h on a 1% low-melt agarose gel and wide bands were excised for each sample starting just above the primer dimer band and extending an equal distance above the PCR product band. The DNA was extracted from each gel slice by adding 400 µL of 1 M NH4OAc, 10 mM EDTA, 0.2% SDS, and 50 ng/µL glycogen, and heating at 68°C until the gel slice was melted, then extracting the DNA by phenol, phenol/chloroform and chloroform extraction, and ethanol precipitation. The cleaned up PCR products were then either cloned into the pCR4Blunt-TOPO vector as above (without end modification) or radioactively end labeled with [
Primer extension analysis of core positions
We thank Lia Gracey, Roger Kornberg, Mike Cherry, Bob Kingston, Geeta Narlikar, Chaya Krishna, Poornima Parameswaran, Ky Sha, Julia Pak, Rayka Yokoo, Jonathan Gent, Jamie Fleenor, Len Lutter, Aaron Straight, Craig Kaplan, Mei Hsu, Blake Hill, Arend Sidow, Zhi-Ying Chen, Mark Kay, and John Leamon for their help and suggestions over the course of this work and acknowledge National Institutes of Health (Grant NIGMS R01-GM37706 to A.Z.F.), (Stanford Genome Training Program HG00044; H.L.M.), (Grant T32GM07231; F.J.T.), American Cancer Society (postdoctoral fellowship PF-05-121-01-DDC to S.M.J.), and Stanford University (Stanford Graduate Fellowship; D.P.R.) for financial support.
4 These authors contributed equally to this work.
E-mail afire{at}stanford.edu; fax (650) 724-9070. [Supplemental material is available online at www.genome.org.] Article published online before print. Article and publication date are at http://www.genome.org/cgi/doi/10.1101/gr.5560806
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