Dataset Source
LncRNA2Target (LC\ HC)
URL:
http://123.59.132.21/lncrna2target
Citation:
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LncTarD (IT)
URL:
https://lnctard.bio-database.com/
Citation:
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Case Study (Case study dataset)
Statello L, Guo C J, Chen L L, et al. Gene regulation by long non-coding RNAs and its biological functions[J]. Nature reviews Molecular cell biology, 2021, 22(2): 96-118.
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Original Dataset(After filter)
| Dataset | Download Links | Reference |
|---|---|---|
| IncTar.csv | IncTar_remove_refine_889 | |
| CaseStudy.csv | Case6, Case7, Case8 | 6 for IT,LC, 7 for IT, 8 for LC |
| lncrna_target_high_throughput V3.csv | HC_45331 | |
| Incrna_target_Low_throughput V3.csv | LC_remove_refine_493 |
Experimental Dataset (Constructed dataset, to train the models)
tips: still need features from lncRNA and gene to construct the constructed embedding dataset.
Contructed embedding dataset is the input materials for the machine learning/deep learning algorithms.
| Dataset | Download Links |
|---|---|
| IncTar_1 | Inctar889 _1 |
| IncTar_2 | IT889_2 |
| IncTar_3 | IT889_3 |
| Low_throughput_rs1.csv | LC493_1 |
| Low_throughput_rs2.csv | LC_493_2 |
| Low_throughput_rs3.csv | LC493_3 |
| LC+IT 1 | LC+IT 1 |
| LC+IT 2 | LC+IT 2 |
| LC+IT 3 | LC+IT 3 |
| HC 45331 1 | HC_45331_1 |
| HC 45331 2 | HC_45331_2 |
| HC 45331 3 | HC_45331_3 |
Constructed embedding dataset generation
Constructed embedding dataset generation samples<(Please unzip
lncRNA mix kpca 4096, Gene mix kpca 4096 into the same root folder to run this demo)