Published October 11, 2024
| Version 2.0
Dataset
Open
MTClass: Identification and annotation of multi-phenotype cis-eQTLs using machine learning
Description
This dataset contains the aggregated results from three iterations of MTClass. Brief descriptions of the file names are below:
- multi-tissue.zip: Multi-tissue study containing the 9-tissue, 13 brain tissue, and 48-tissue results from MTClass, MultiPhen, and MANOVA
- multi-exon.zip: Multi-exon study containing the multi-exon results from the 13 individual brain tissues (MTClass, MultiPhen, and MANOVA for each tissue)
- 2D_exon_tissue.zip: Multi-tissue/multi-exon combined eQTL study, done in 9 tissues using multi-layer perceptron. MTClass was only run once on this dataset due to the relatively higher computational burden.
- PsychENCODE_isoQTL.zip: Multi-isoform eQTL study, done in human prefrontal cortex using PsychENCODE data.
- OneK1K_scRNAseq.zip: Multi-cell-type eQTL study, done using scRNA-seq data from the OneK1K cohort.
Files
2D_exon_tissue.zip
Files
(1.8 GB)
| Name | Size | Download all |
|---|---|---|
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md5:adb1443665a3b45a869221d599cc994f
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121.8 MB | Preview Download |
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md5:47951e9bffc3947ed22c492d194df78a
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1.0 GB | Preview Download |
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md5:9ea776b701ecdafcb7d1278e96519acb
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500.3 MB | Preview Download |
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md5:f9e2c5b5b3d22abcd6297a18ad9bd324
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109.2 MB | Preview Download |
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md5:2d19a5b94331c1d38a790ef6d82b21f4
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59.8 MB | Preview Download |
Additional details
Software
- Repository URL
- https://github.com/ronnieli0114/MTClass
- Programming language
- Python
- Development Status
- Active