Feature and Kernel Evolution for Recognition of Hypersensitive Sites in DNA Sequences

Author(s):  
Uday Kamath ◽  
Amarda Shehu ◽  
Kenneth A. De Jong
1988 ◽  
Vol 8 (11) ◽  
pp. 4958-4965
Author(s):  
V Dhar ◽  
D Mager ◽  
A Iqbal ◽  
C L Schildkraut

The temporal order of replication of DNA sequences in the chromosomal domain containing the human beta-globin gene cluster and its flanking sequences (140 kilobases) was measured and compared in two different human cell lines. In human erythroleukemia (K562) cells, in which embryonic and fetal globin genes are transcribed, all of the sequences we examined from the beta-globin domain replicated early during S phase, while in HeLa cells, in which globin genes are transcriptionally silent, these sequences replicated late during S. Potential sites of initiation of DNA replication within this domain were identified. The beta-globin gene domain was also found to differ with respect to the nuclease sensitivity of the chromatin in these two cell lines. In K562 cells, hypersensitive sites for endogenous nucleases and DNase I were present in the chromatin near the earliest-replicating segments in the beta-globin domain.


2019 ◽  
Vol 70 (15) ◽  
pp. 3867-3879 ◽  
Author(s):  
Anneke Frerichs ◽  
Julia Engelhorn ◽  
Janine Altmüller ◽  
Jose Gutierrez-Marcos ◽  
Wolfgang Werr

Abstract Fluorescence-activated cell sorting (FACS) and assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq) were combined to analyse the chromatin state of lateral organ founder cells (LOFCs) in the peripheral zone of the Arabidopsis apetala1-1 cauliflower-1 double mutant inflorescence meristem. On a genome-wide level, we observed a striking correlation between transposase hypersensitive sites (THSs) detected by ATAC-seq and DNase I hypersensitive sites (DHSs). The mostly expanded DHSs were often substructured into several individual THSs, which correlated with phylogenetically conserved DNA sequences or enhancer elements. Comparing chromatin accessibility with available RNA-seq data, THS change configuration was reflected by gene activation or repression and chromatin regions acquired or lost transposase accessibility in direct correlation with gene expression levels in LOFCs. This was most pronounced immediately upstream of the transcription start, where genome-wide THSs were abundant in a complementary pattern to established H3K4me3 activation or H3K27me3 repression marks. At this resolution, the combined application of FACS/ATAC-seq is widely applicable to detect chromatin changes during cell-type specification and facilitates the detection of regulatory elements in plant promoters.


1987 ◽  
Vol 7 (5) ◽  
pp. 1967-1972
Author(s):  
B M Peterlin ◽  
K J Hardy ◽  
A S Larsen

We utilized DNase I hypersensitivity mapping to study chromatin structure within the HLA-DR alpha gene. We found a single DNase I-hypersensitive site coinciding with the HLA-DR alpha gene promoter in all cells studied. Moreover, in cells that constitutively express HLA-DR, two additional DNase I-hypersensitive sites were observed. These lie within the first intron of the HLA-DR alpha gene and encompass DNA sequences that share homologies with regulatory loci of the immunoglobulin and immune response genes, as well as with core enhancer consensus sequences.


1987 ◽  
Vol 7 (5) ◽  
pp. 1967-1972 ◽  
Author(s):  
B M Peterlin ◽  
K J Hardy ◽  
A S Larsen

We utilized DNase I hypersensitivity mapping to study chromatin structure within the HLA-DR alpha gene. We found a single DNase I-hypersensitive site coinciding with the HLA-DR alpha gene promoter in all cells studied. Moreover, in cells that constitutively express HLA-DR, two additional DNase I-hypersensitive sites were observed. These lie within the first intron of the HLA-DR alpha gene and encompass DNA sequences that share homologies with regulatory loci of the immunoglobulin and immune response genes, as well as with core enhancer consensus sequences.


1987 ◽  
Vol 166 (3) ◽  
pp. 625-636 ◽  
Author(s):  
Y Wang ◽  
A S Larsen ◽  
B M Peterlin

We mapped cis-acting regulatory elements in the HLA-DR alpha gene, which encodes the monomorphic subunit of the HLA-DR heterodimer. Genomic fragments of HLA-DR alpha were placed 5' or 3' to the chloramphenicol acetyltransferase reporter gene, the transcription of which was initiated from the Herpes simplex thymidine kinase promoter. In transient expression assays, fragments from the body of the HLA-DR alpha gene were able to increase chloramphenicol acetyltransferase activity in a position-, orientation-, and promoter-independent yet tissue-specific fashion. These HLA-DR alpha cis-acting regulatory elements contain previously identified DNase I-hypersensitive sites and DNA sequences homologous to those found in other eukaryotic transcriptional enhancers.


1996 ◽  
Vol 271 (20) ◽  
pp. 11871-11878 ◽  
Author(s):  
John D. Jackson ◽  
Hanna Petrykowska ◽  
Sjaak Philipsen ◽  
Webb Miller ◽  
Ross Hardison

2017 ◽  
Author(s):  
Balachandran Manavalan ◽  
Tae Hwan Shin ◽  
Gwang Lee

AbstractDNase I hypersensitive sites (DHSs) are genomic regions that provide important information regarding the presence of transcriptional regulatory elements and the state of chromatin. Therefore, identifying DHSs in uncharacterized DNA sequences is crucial for understanding their biological functions and mechanisms. Although many experimental methods have been proposed to identify DHSs, they have proven to be expensive for genome-wide application. Therefore, it is necessary to develop computational methods for DHS prediction. In this study, we proposed a support vector machine (SVM)-based method for predicting DHSs, called DHSpred (DNase I Hypersensitive Site predictor in human DNA sequences), which was trained with 174 optimal features. The optimal combination of features was identified from a large set that included nucleotide composition and di- and trinucleotide physicochemical properties, using a random forest algorithm. DHSpred achieved a Matthews correlation coefficient and accuracy of 0.660 and 0.871, respectively, which were 3% higher than those of control SVM predictors trained with non-optimized features, indicating the efficiency of the feature selection method. Furthermore, the performance of DHSpred was superior to that of state-of-the-art predictors. An online prediction server has been developed to assist the scientific community, and is freely available at:http://www.thegleelab.org/DHSpred.html.


1990 ◽  
Vol 10 (8) ◽  
pp. 4324-4333 ◽  
Author(s):  
V Dhar ◽  
A Nandi ◽  
C L Schildkraut ◽  
A I Skoultchi

Recent evidence suggests that DNA sequences from the region lying 5' of the human epsilon-globin gene are important for erythroid-specific expression of human beta-like globin genes. This region, as well as a region 20 kilobases (kb) downstream from the beta-globin gene, contains a set of developmentally stable, DNase I-superhypersensitive sites that are thought to reflect a chromatin structure supporting active globin gene expression. We have analyzed the chromatin structure in these two regions in a wide variety of nonerythroid and erythroid cells. The study included analysis of chromatin structure changes occurring during globin gene activation in mouse erythroleukemia-human nonerythroid cell hybrids. The results identified a hypersensitive site (III) 14.8 kb upstream of the epsilon-globin gene that was strictly correlated with active globin gene transcription. Interestingly, a multipotent human embryonal carcinoma cell line exhibited a hypersensitive site (IV) 18.4 kb upstream of epsilon-globin that was absent in all other nonerythroid cells examined, suggesting that chromatin structure changes at specific hypersensitive sites during embryonic development may also be important in globin gene repression.


Blood ◽  
2004 ◽  
Vol 104 (11) ◽  
pp. 1219-1219
Author(s):  
Ping Xiang ◽  
Hemei Han ◽  
Xiangdong Fang ◽  
George Stamatoyannopoulos ◽  
Qiliang Li

Abstract Formation of DNase I hypersensitive sites is an indication of local disruption of chromatin conformation. It has been documented that HS sites are frequently associated with functional DNA sequences, such as, promoters, enhancers, and insulators. While Southern blot hybridization is the standard method to detect HS sites, this procedure is time-consuming and labor intensive. To improve the efficiency of HS detection through Southern blot hybridization, we designed a contigs strategy of Southern blot hybridization and test it in the 200 kb region 5′ to the LCR in the b-globin locus. Based on the human genome sequence we made physical maps of seven 6-bp-cut restriction enzymes in the 200 kb region. From the map we selected continuous contigs of 10 to 15 kb fragment; and designed hybridization probes for the 5′ and 3′ ends of each fragment (some probes can be used in two neighboring fragments). The screening was performed on erythroid (K562) and non-erythroid (Jurkat) cell lines. We found about 40 HS sites within the region. The major sites were either erythroid specific (for instance, HSs at −66 kb, −142 kb, and −236 kb, the cap site of the e-globin gene is +1), or non-erythroid specific (for instances, HSs at −111 kb, −164 kb, and −205 kb). These HS sites will be investigated for enhancer, promoter, and insulator function using transient and stable transfection studies. Due to the limited number of enzyme required and the fact that each blot could be used several times, this strategy can greatly expedite the screening process for presence of DNase I hypersensitive sites. Estimated efficiency of this screening approach is about 0.5 to1 Mb per person per year.


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