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The Risks at This Scale Stage-gates pushed back Competitors presenting IO insights first at AACR Extra reproducibility cycles from governance CRO data needing days of harmonization Spatial + transcriptomic signals buried across systems What Lena Needed Not a massive overhaul just a unified way to work: Imaging + omics + context accessible together Reproducible workflows across sites Biomarkers ready before governance reviews Less reliance on a single SME maintaining legacy pipelines Cleaner handoffs to translational, clinical, and regulatory The Quiet Shift She evaluated and quickly implemented a more governed, unified workflow on one key IO program

Mustafa, A

Elhomsy G

Avoid Alcohol: Excessive alcohol can impair nutrient absorption

It could also increase GPX activity, thereby exerting antioxidative effects in rats [166]