Tumors aren’t genetically uniform, and which clones survive and why they survive has direct bearing on treatment resistance. LinG3D adds spatial context to lineage tracing. Standard approaches show how clones branch and expand over time; this tool layers in where those clones actually sit within the tumor: proximity to blood vessels, drug gradients, local microenvironment. That spatial dimension changes what the data can tell you. The same clonal expansion looks different when you know where it’s sitting in the tumor. For researchers studying clonal dynamics in solid tumors, LinG3D offers a more grounded read on what’s driving that evolution.

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