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README.md
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license:
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- agpl-3.0
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size_categories:
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-
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source_datasets:
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- multimolecule/crw
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- multimolecule/tmrna_website
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task_ids:
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- language-modeling
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- masked-language-modeling
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pretty_name: bpRNA-1m
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library_name: multimolecule
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---
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- **Point of Contact**: [Center for Quantitative Life Sciences of the Oregon State University](https://cqls.oregonstate.edu)
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- **Original URL**: https://bprna.cgrb.oregonstate.edu/index.html
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## License
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This dataset is licensed under the [AGPL-3.0 License](https://www.gnu.org/licenses/agpl-3.0.html).
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license:
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- agpl-3.0
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size_categories:
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- 100K<n<1M
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source_datasets:
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- multimolecule/crw
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- multimolecule/tmrna_website
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task_ids:
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- language-modeling
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- masked-language-modeling
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- secondary-structure-prediction
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- function-prediction
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pretty_name: bpRNA-1m
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library_name: multimolecule
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---
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- **Point of Contact**: [Center for Quantitative Life Sciences of the Oregon State University](https://cqls.oregonstate.edu)
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- **Original URL**: https://bprna.cgrb.oregonstate.edu/index.html
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## Example Entry
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| id | sequence | secondary_structure | structural_annotation | functional_annotation |
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| ------------- | ---------------------------------------------- | --------------------------------------------------- | -------------------------------------------------- | ---------------------------------------------- |
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| bpRNA_CRW_170 | GGCUCACCAAGGCGACGACGGGUAGCCGGCCUGAGAGGGCGAC... | ((((((((....))))...))))....((((((..........)))))... | EEEEEEEEEEEEEEEEEEEEEEEESSSSSSSSHHHHSSSSBBBSSSS... | NNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNN |
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## Column Description
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The converted dataset consists of the following columns, each providing specific information about the RNA secondary structures, consistent with the bpRNA standard:
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- **id**:
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A unique identifier for each RNA entry. This ID is derived from the original `.sta` file name and serves as a reference to the specific RNA structure within the dataset.
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- **sequence**:
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The nucleotide sequence of the RNA molecule, represented using the standard RNA bases:
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- **A**: Adenine
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- **C**: Cytosine
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- **G**: Guanine
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- **U**: Uracil
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- **secondary_structure**:
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The secondary structure of the RNA represented in dot-bracket notation, using up to three types of symbols to indicate base pairing and unpaired regions, as per bpRNA's standard:
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- **Dots (`.`)**: Represent unpaired nucleotides.
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- **Parentheses (`(` and `)`)**: Represent base pairs in standard stems (page 1).
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- **Square Brackets (`[` and `]`)**: Represent base pairs in pseudoknots (page 2).
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- **Curly Braces (`{` and `}`)**: Represent base pairs in additional pseudoknots (page 3).
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- **structural_annotation**:
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Structural annotations categorizing different regions of the RNA based on their roles within the secondary structure, consistent with bpRNA standards:
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- **E**: **External Loop** – Regions that are unpaired and external to any loop or helix.
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- **S**: **Stem** – Paired regions forming helical structures.
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- **H**: **Hairpin Loop** – Unpaired regions at the end of a stem, forming a loop.
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- **I**: **Internal Loop** – Unpaired regions between two stems.
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- **M**: **Multi-loop** – Junctions where three or more stems converge.
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- **B**: **Bulge** – Unpaired nucleotides on one side of a stem.
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- **X**: **Ambiguous** or **Undetermined** – Regions where the structure is unknown or cannot be classified.
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- **K**: **Pseudoknot** – Regions involved in pseudoknots, where base pairs cross each other.
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- **functional_annotation**:
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Functional annotations indicating specific functional elements or regions within the RNA sequence, as defined by bpRNA:
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- **N**: **None** – No specific functional annotation is assigned.
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- **K**: **Pseudoknot** – Marks nucleotides involved in pseudoknot structures, which can be functionally significant.
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## License
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This dataset is licensed under the [AGPL-3.0 License](https://www.gnu.org/licenses/agpl-3.0.html).
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