[DEGA-316] ist comparison gallery #204
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* Add IST preprocessing support * adding print statements
* Use simple image layer for H&E * Generate IST cell metadata before gene parquet step * Fix custom meta cell loading * Fix gene parquet saving * Avoid in-place replace on sparse data * fix sparse to_parquet * fix gene parquet saving * fix parquet gene filtering with duplicate names * Fix gene parquet export with duplicate columns * addressing duplicate gene names before making cbg files
* Limit gene bar charts to top 1000 while retaining full gene data * Limit gene bar graph to top genes * top 100
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