Additional file 2 of Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer

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Hryhorii Chereda;Annalen Bleckmann;Menck, Kerstin;Perera-Bel, Júlia;Stegmaier, Philip;Auer, Florian;Kramer, Frank;Leha, Andreas;Beißbarth, Tim

Description

Additional file 2 Worksheet Subnetwork genes 8 samples provides identifiers and gene symbols of 167 subnetwork genes, in how many and in which samples they were selected. Worksheet Gene module enrichment presents results of Fisher test calculations comparing subnetwork gene sets to gene modules and DE gene sets. Each row contains data for a DE gene set or a gene module consisting of the total group size and column tripletts with p-value, adjusted p-value as well as the number of hits, respectively, observed in comparisons to the union of genes from 8 subnetworks, the set of genes occurring in the majority, the set of genes found in all of the subnetworks and each of the 8 samples. Highlighted are rows corresponding to green and turquoise gene modules, which were most often significantly associated with subnetwork gene sets (grey), adjusted p-values below 0.05 (red) and between 0.05 and 0.1 (yellow).

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Mentions (0)

Metrics

Dataset Index

0.5

FAIR Score

85%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

figshare

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Molecular Biology

Field

Biochemistry, Genetics and Molecular Biology

Domain

Life Sciences

Confidence Score

57%

Source

Scholar Data Model

Keywords

StatisticsFOS: MathematicsArtificial Intelligence and Image ProcessingFOS: Computer and information sciences

Normalization Factors

FT

53.85

CTw

1.00

MTw

1.00