We also found that position on the fitted principal curve continuum was not determined by ER/PR or Her2 status, similar to a prior finding detailing a trajectory of changes surrounding tumour stroma9, thus potentially indicating that early stage disease results from changes in the same core processes for both of ER+ and ER− negative lesions. The gene discussed is ESR1; the disease is neoplasm.