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A named list of 5 spatial data frames, one per TMA core, in the form produced by HALO cell phenotyping. Each has 51 columns: the sample identifier, cell bounding-box coordinates (XMin, XMax, YMin, YMax), 12 binary marker/phenotype indicator columns, per-marker intensity and area columns, and a Classifier.Label column with levels Tumor and Stroma.

Usage

example_spatial

Format

A named list of 5 data frames, each with 51 columns:

TMA1_[3,B].tif

3803 cells

TMA2_[3,B].tif

3008 cells

TMA3_[7,B].tif

1850 cells

TMA3_[9,K].tif

1803 cells

TMA3_[8,U].tif

2318 cells

Details

Marker positives are sparse and vary widely between cores, which matters when choosing a core for examples or tests: TMA3_[9,K].tif has 536 CD3+ and 83 CD8+ cells, whereas TMA1_[3,B].tif has 17 and 7. Several markers are entirely absent from some cores.

Note that deidentified_sample here is character, while deidentified_id in example_clinical and example_summary is integer.