The headline Western null. The estimate moved from a modestly positive crude HR (1.10) to null/inverse (0.93) as lifestyle and co-consumed-food covariates were added. The null was robust to modeling diet as baseline-only (0.98, 0.90-1.07), simple update (1.00, 0.90-1.10), or cumulative average, and to using total egg intake including eggs in baked goods (0.98, 0.93-1.03).