Insight certainty 4/5 debate potential 3/5

Bilgen: MRD cancer detection shares same technical challenge as population screening

Ozan Bilgen · BillionToOne Is Solving One of Biotech’s Hardest Problems · Y Combinator · Apr 6, 2026 · at 18:09

Ozan Bilgen, co-founder and CEO of BillionToOne, explains why solving minimal residual disease liquid biopsy directly enables universal early cancer screening.

0:00 / 0:15exact quote · 15.6s
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“If you can detect a microscopic level of DNA and be able to say that that is actually cancer, that is the same really technical problem as being able to detect those in healthy patients or, you know, general population.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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Assertion Not checkable as stated
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