Cancer Multi-Modal Data Summary by Tumor Type

9.5 KB Excel file summarizing multi-modal cancer data availability across tumor types. The table, authored by Raffaele Marchesi and updated in April 2026, reports total tumor samples and the number and percentage of samples with data for four modalities: CNA, RNA-seq, Proteomics, and WSI. It distinguishes between 'Complete' samples with all four modalities and 'Incomplete' samples with one or more missing.

Use Cases

• Assess data completeness for multi-modal cancer studies based on the reported sample counts and percentages.
• Plan integrative analysis projects based on the availability of CNA, RNA-seq, Proteomics, and WSI data per cancer type.
• Identify cancer types with sufficient 'Complete' samples for building models requiring all four data modalities.

Strengths

• Explicitly tracks four distinct data modalities (CNA, RNA-seq, Proteomics, WSI) per cancer type.
• Provides both counts and percentages for data availability, facilitating comparative assessment.
• Distinguishes between 'Complete' and 'Incomplete' sample sets for integrated analysis planning.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Likely compiled from a multi-modal cancer study.

Time Range

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Freshness

Last updated 2026-04-16 17:49:09; freshness should be verified.

Geography

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