ENCODE facts for kids
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| Content | |
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| Description | Whole-genome database |
| Contact | |
| Research center | Stanford University |
| Laboratory | Stanford Genome Technology Center: Cherry Lab; Formerly: University of California, Santa Cruz |
| Authors | Eurie L. Hong and 17 others |
| Primary citation | PubMed |
| Release date | 2010 |
The Encyclopedia of DNA Elements (ENCODE) is a public research project which aims "to build a comprehensive parts list of functional elements in the human genome."
ENCODE also supports further biomedical research by "generating community resources of genomics data, software, tools and methods for genomics data analysis, and products resulting from data analyses and interpretations."
The current phase of ENCODE (2016-2019) is adding depth to its resources by growing the number of cell types, data types, assays and now includes support for examination of the mouse genome.
Contents
History
ENCODE was launched by the US National Human Genome Research Institute (NHGRI) in September 2003. Intended as a follow-up to the Human Genome Project, the ENCODE project aims to identify all functional elements in the human genome.
The project involves a worldwide consortium of research groups, and data generated from this project can be accessed through public databases. The initial release of ENCODE was in 2013 and since has been changing according to the recommendations of consortium members and the wider community of scientists who use the Portal to access ENCODE data. The two-part goal for ENCODE is to serve as a publicly accessible data base for "experimental protocols, analytical procedures and the data themselves," and "the same interface should serve carefully curated metadata that record the provenance of the data and justify its interpretation in biological terms." The project began its fourth phase (ENCODE 4) in February 2017.
Motivation and Significance
Humans are estimated to have approximately 20,000 protein-coding genes, which account for about 1.5% of DNA in the human genome. The primary goal of the ENCODE project is to determine the role of the remaining component of the genome, much of which was traditionally regarded as "junk". The activity and expression of protein-coding genes can be modulated by the regulome - a variety of DNA elements, such as promoters, transcriptional regulatory sequences, and regions of chromatin structure and histone modification. It is thought that changes in the regulation of gene activity can disrupt protein production and cell processes and result in disease. Determining the location of these regulatory elements and how they influence gene transcription could reveal links between variations in the expression of certain genes and the development of disease.
ENCODE is also intended as a comprehensive resource to allow the scientific community to better understand how the genome can affect human health, and to "stimulate the development of new therapies to prevent and treat these diseases".
The ENCODE Consortium
The ENCODE Consortium is composed primarily of scientists who were funded by US National Human Genome Research Institute (NHGRI). Other participants contributing to the project are brought up into the Consortium or Analysis Working Group.
The pilot phase consisted of eight research groups and twelve groups participating in the ENCODE Technology Development Phase. After 2007, the number of participants expanded to 440 scientists based in 32 laboratories worldwide as the pilot phase was officially over. At the moment the consortium consists of different centers which perform different tasks.
ENCODE is a member of the International Human Epigenome Consortium (IHEC).
NHGRI's main requirement for the products from ENCODE-funded research is to be shared in a free, highly accessible manner to all researchers to promote genomic research. ENCODE research allows the reproducibility and thus transparency of the software, methods, data, and other tools related to the genomic analysis.
The ENCODE Project
ENCODE is currently implemented in four phases: the pilot phase and the technology development phase, which were initiated simultaneously; and the production phase. The fourth phase is a continuation of the third, and includes functional characterization and further integrative analysis for the encyclopedia.
The goal of the pilot phase was to identify a set of procedures that, in combination, could be applied cost-effectively and at high-throughput to accurately and comprehensively characterize large regions of the human genome. The pilot phase had to reveal gaps in the current set of tools for detecting functional sequences, and was also thought to reveal whether some methods used by that time were inefficient or unsuitable for large-scale utilization. Some of these problems had to be addressed in the ENCODE technology development phase, which aimed to devise new laboratory and computational methods that would improve our ability to identify known functional sequences or to discover new functional genomic elements. The results of the first two phases determined the best path forward for analyzing the remaining 99% of the human genome in a cost-effective and comprehensive production phase.
The ENCODE Phase I Project: The Pilot Project
The pilot phase tested and compared existing methods to rigorously analyze a defined portion of the human genome sequence. It was organized as an open consortium and brought together investigators with diverse backgrounds and expertise to evaluate the relative merits of each of a diverse set of techniques, technologies and strategies. The concurrent technology development phase of the project aimed to develop new high throughput methods to identify functional elements. The goal of these efforts was to identify a suite of approaches that would allow the comprehensive identification of all the functional elements in the human genome. Through the ENCODE pilot project, National Human Genome Research Institute (NHGRI) assessed the abilities of different approaches to be scaled up for an effort to analyze the entire human genome and to find gaps in the ability to identify functional elements in genomic sequence.
The ENCODE pilot project process involved close interactions between computational and experimental scientists to evaluate a number of methods for annotating the human genome. A set of regions representing approximately 1% (30 Mb) of the human genome was selected as the target for the pilot project and was analyzed by all ENCODE pilot project investigators. All data generated by ENCODE participants on these regions was rapidly released into public databases.
Target Selection
For use in the ENCODE pilot project, defined regions of the human genome - corresponding to 30Mb, roughly 1% of the total human genome - were selected. These regions served as the foundation on which to test and evaluate the effectiveness and efficiency of a diverse set of methods and technologies for finding various functional elements in human DNA.
Prior to embarking upon the target selection, it was decided that 50% of the 30Mb of sequence would be selected manually while the remaining sequence would be selected randomly. The two main criteria for manually selected regions were: 1) the presence of well-studied genes or other known sequence elements, and 2) the existence of a substantial amount of comparative sequence data. A total of 14.82Mb of sequence was manually selected using this approach, consisting of 14 targets that range in size from 500kb to 2Mb.
The remaining 50% of the 30Mb of sequence were composed of thirty, 500kb regions selected according to a stratified random-sampling strategy based on gene density and level of non-exonic conservation. The decision to use these particular criteria was made in order to ensure a good sampling of genomic regions varying widely in their content of genes and other functional elements. The human genome was divided into three parts - top 20%, middle 30%, and bottom 50% - along each of two axes: 1) gene density and 2) level of non-exonic conservation with respect to the orthologous mouse genomic sequence (see below), for a total of nine strata. From each stratum, three random regions were chosen for the pilot project. For those strata underrepresented by the manual picks, a fourth region was chosen, resulting in a total of 30 regions. For all strata, a "backup" region was designated for use in the event of unforeseen technical problems.
In greater detail, the stratification criteria were as follows:
- Gene density: The gene density score of a region was the percentage of bases covered either by genes in the Ensembl database, or by human mRNA best BLAT (BLAST-like alignment tool) alignments in the UCSC Genome Browser database.
- Non-exonic conservation: The region was divided into non-overlapping subwindows of 125 bases. Subwindows that showed less than 75% base alignment with mouse sequence were discarded. For the remaining subwindows, the percentage with at least 80% base identity to mouse, and which did not correspond to Ensembl genes, GenBank mRNA BLASTZ alignments, Fgenesh++ gene predictions, TwinScan gene predictions, spliced EST alignments, or repeated sequences (DNA), was used as the non-exonic conservation score.
The above scores were computed within non-overlapping 500 kb windows of finished sequence across the genome, and used to assign each window to a stratum.
Pilot Phase Results
The pilot phase was successfully finished and the results were published in June 2007 in Nature and in a special issue of Genome Research; the results published in the first paper mentioned advanced the collective knowledge about human genome function in several major areas, included in the following highlights:
- The human genome is pervasively transcribed, such that the majority of its bases are associated with at least one primary transcript and many transcripts link distal regions to established protein-coding loci.
- Many novel non-protein-coding transcripts have been identified, with many of these overlapping protein-coding loci and others located in regions of the genome previously thought to be transcriptionally silent.
- Numerous previously unrecognized transcription start sites have been identified, many of which show chromatin structure and sequence-specific protein-binding properties similar to well-understood promoters.
- Regulatory sequences that surround transcription start sites are symmetrically distributed, with no bias towards upstream regions.
- Chromatin accessibility and histone modification patterns are highly predictive of both the presence and activity of transcription start sites.
- Distal DNaseI hypersensitive sites have characteristic histone modification patterns that reliably distinguish them from promoters; some of these distal sites show marks consistent with insulator function.
- DNA replication timing is correlated with chromatin structure.
- A total of 5% of the bases in the genome can be confidently identified as being under evolutionary constraint in mammals; for approximately 60% of these constrained bases, there is evidence of function on the basis of the results of the experimental assays performed to date.
- Although there is general overlap between genomic regions identified as functional by experimental assays and those under evolutionary constraint, not all bases within these experimentally defined regions show evidence of constraint.
- Different functional elements vary greatly in their sequence variability across the human population and in their likelihood of residing within a structurally variable region of the genome.
- Surprisingly, many functional elements are seemingly unconstrained across mammalian evolution. This suggests the possibility of a large pool of neutral elements that are biochemically active but provide no specific benefit to the organism. This pool may serve as a 'warehouse' for natural selection, potentially acting as the source of lineage-specific elements and functionally conserved but non-orthologous elements between species.
The ENCODE Phase II Project: The Production Phase Project
In September 2007, National Human Genome Research Institute (NHGRI) began funding the production phase of the ENCODE project. In this phase, the goal was to analyze the entire genome and to conduct "additional pilot-scale studies".
As in the pilot project, the production effort is organized as an open consortium. In October 2007, NHGRI awarded grants totaling more than $80 million over four years. The production phase also includes a Data Coordination Center, a Data Analysis Center, and a Technology Development Effort. At that time the project evolved into a truly global enterprise, involving 440 scientists from 32 laboratories worldwide. Once the pilot phase was completed, the project "scaled up" in 2007, profiting immensely from new-generation sequencing machines. And the data was, indeed, big; researchers generated around 15 terabytes of raw data.
By 2010, over 1,000 genome-wide data sets had been produced by the ENCODE project. Taken together, these data sets show which regions are transcribed into RNA, which regions are likely to control the genes that are used in a particular type of cell, and which regions are associated with a wide variety of proteins. The primary assays used in ENCODE are ChIP-seq, DNase I Hypersensitivity, RNA-seq, and assays of DNA methylation.
Production Phase Results
In September 2012, the project released a much more extensive set of results, in 30 papers published simultaneously in several journals, including six in Nature, six in Genome Biology and a special issue with 18 publications of Genome Research.
The authors described the production and the initial analysis of 1,640 data sets designed to annotate functional elements in the entire human genome, integrating results from diverse experiments within cell types, related experiments involving 147 different cell types, and all ENCODE data with other resources, such as candidate regions from genome-wide association studies (GWAS) and evolutionary constrained regions. Together, these efforts revealed important features about the organization and function of the human genome, which were summarized in an overview paper as follows:
- The vast majority (80.4%) of the human genome participates in at least one biochemical RNA and/or chromatin associated event in at least one cell type. Much of the genome lies close to a regulatory event: 95% of the genome lies within 8kb of a DNA-protein interaction (as assayed by bound ChIP-seq motifs or DNaseI footprints), and 99% is within 1.7kb of at least one of the biochemical events measured by ENCODE.
- Primate-specific elements as well as elements without detectable mammalian constraint show, in aggregate, evidence of negative selection; thus some of them are expected to be functional.
- Classifying the genome into seven chromatin states suggests an initial set of 399,124 regions with enhancer-like features and 70,292 regions with promoters-like features, as well hundreds of thousands of quiescent regions. High-resolution analyses further subdivide the genome into thousands of narrow states with distinct functional properties.
- It is possible to quantitatively correlate RNA sequence production and processing with both chromatin marks and transcription factor (TF) binding at promoters, indicating that promoter functionality can explain the majority of RNA expression variation.
- Many non-coding variants in individual genome sequences lie in ENCODE- annotated functional regions; this number is at least as large as those that lie in protein coding genes.
- SNPs associated with disease by GWAS are enriched within non-coding functional elements, with a majority residing in or near ENCODE-defined regions that are outside of protein coding genes. In many cases, the disease phenotypes can be associated with a specific cell type or TF.
The most striking finding was that the fraction of human DNA that is biologically active is considerably higher than even the most optimistic previous estimates. In an overview paper, the ENCODE Consortium reported that its members were able to assign biochemical functions to over 80% of the genome. Much of this was found to be involved in controlling the expression levels of coding DNA, which makes up less than 1% of the genome.
The most important new elements of the "encyclopedia" include:
- A comprehensive map of DNase 1 hypersensitive sites, which are markers for regulatory DNA that is typically located adjacent to genes and allows chemical factors to influence their expression. The map identified nearly 3 million sites of this type, including nearly all that were previously known and many that are novel.
- A lexicon of short DNA sequences that form recognition motifs for DNA-binding proteins. Approximately 8.4 million such sequences were found, comprising a fraction of the total DNA roughly twice the size of the exome. Thousands of transcription promoters were found to make use of a single stereotyped 50-base-pair footprint.
- A preliminary sketch of the architecture of the network of human transcription factors, that is, factors that bind to DNA in order to promote or inhibit the expression of genes. The network was found to be quite complex, with factors that operate at different levels as well as numerous feedback loops of various types.
- A measurement of the fraction of the human genome that is capable of being transcribed into RNA. This fraction was estimated to add up to more than 75% of the total DNA, a much higher value than previous estimates. The project also began to characterize the types of RNA transcripts that are generated at various locations.
Other projects
With the continuation of the third phase, the ENCODE Consortium has become involved with additional projects whose goals run parallel to the ENCODE project. Some of these projects were part of the second phase of ENCODE.
modENCODE project
The MODel organism ENCyclopedia Of DNA Elements (modENCODE) project is a continuation of the original ENCODE project targeting the identification of functional elements in selected model organism genomes, specifically Drosophila melanogaster and Caenorhabditis elegans. The extension to model organisms permits biological validation of the computational and experimental findings of the ENCODE project, something that is difficult or impossible to do in humans. Funding for the modENCODE project was announced by the National Institutes of Health (NIH) in 2007 and included several different research institutions in the US. The project completed its work in 2012.
In late 2010, the modENCODE consortium unveiled its first set of results with publications on annotation and integrative analysis of the worm and fly genomes in Science. Data from these publications is available from the modENCODE web site.
modENCODE was run as a Research Network and the consortium was formed by 11 primary projects, divided between worm and fly. The projects spanned the following:
- Gene structure
- mRNA and ncRNA expression profiling
- Transcription factor binding sites
- Histone modifications and replacement
- Chromatin structure
- DNA replication initiation and timing
- Copy number variation.
modERN
modERN, short for the model organism encyclopedia of regulatory networks, branched from the modENCODE project. The project has merged the C. elegans and Drosophila groups and focuses on the identification of additional transcription factor binding sites of the respective organisms. The project began at the same time as Phase III of ENCODE, and plans to end in 2017. To date, the project has released 198 experiments, with around 500 other experiments submitted and currently being processed by the DCC.
Genomics of Gene Regulation
In early 2015, the NIH launched the Genomics of Gene Regulation (GGR) program. The goal of the program, which will last for three years, is to study gene networks and pathways in different systems of the body, with the hopes to further understand the mechanisms controlling gene expressions. Although the ENCODE project is separate from GGR, the ENCODE DCC has been hosting GGR data in the ENCODE portal.
Roadmap
In 2008, NIH began the Roadmap Epigenomics Mapping Consortium, whose goal was to produce "a public resource of human epigenomic data to catalyze basic biology and disease-oriented research". In February 2015, the consortium released an article titled "Integrative analysis of 111 reference human epigenomes" that fulfilled the consortium's goal. The consortium integrated information and annotated regulatory elements across 127 reference epigenomes, 16 of which were part of the ENCODE project. Data for the Roadmap project can either be found in the Roadmap portal or ENCODE portal.
fruitENCODE project
The fruitENCODE: an encyclopedia of DNA elements for fruit ripening is a plant ENCODE project that aims to generate DNA methylation, histone modifications, DHS, gene expression, transcription factor binding datasets for all fleshy fruit species at different developmental stages. Prerelease data can be found in the fruitENCODE portal.
FactorBook
The analysis of transcription factor binding data generated by the ENCODE project is currently available in the web-accessible repository FactorBook. Essentially, Factorbook.org is a Wiki-based database for transcription factor-binding data generated by the ENCODE consortium. In the first release, Factorbook contains:
- 457 ChIP-seq datasets on 119 TFs in a number of human cell lines
- The average profiles of histone modifications and nucleosome positioning around the TF-binding regions
- Sequence motifs enriched in the regions and the distance and orientation preferences between motif sites.
See also
In Spanish: ENCODE para niños
- GENCODE
- SIMAP
- Functional genomics
- Human Genome Project
- 1000 Genomes Project
- International HapMap Project
- List of biological databases
