This is personal.
My mother had a bicuspid aortic valve with stenosis.
She died because of medical malpractice.
My daughter was born with the same defect —
the same structural story, a generation later.
That is the hammer: bicuspid aortic valve disease is not an abstract PubMed topic
in this house. It is my mother I lost, and my daughter I am raising with the same
congenital valve problem. When NOTCH1 and related congenital heart genetics
enter the picture, the stakes are not theoretical.
What stands out as I dig into the genetics is how often the published
cross-field links that connect NOTCH1 beyond cardiology into neurodevelopment and
oncology never surface for families in ordinary conversation — even when the papers
already exist.
That gap is not a failure of any one clinician. It is a structural feature of
how biomedical knowledge is partitioned: specialty silos, enormous citation volume,
and limited time to read outside one’s field. After losing a mother to preventable
medical failure, and then watching the same valve defect appear in a daughter,
waiting for someone else to assemble the map was not enough. Pathfinder began as
a disciplined walk through those adjacent literatures — using only published sources —
so families like ours can see what already exists in the record.