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Research · Cells & DNA

Aging differs per cell, even with the same genes

LongevityWatch editors · September 16, 2026 · 1 min

Two people with identical genes and a similar lifestyle can age in completely different ways at the molecular level. A large-scale study now shows just how great that individual variation really is.

Most aging studies take a single snapshot: one blood draw, one measurement, one moment in time. But aging is a dynamic process that unfolds differently in each person. To capture that, researchers followed 335 women for up to eight years, repeatedly measuring gene activity in blood and the composition of metabolic products (metabolites).

What the study found

Of more than 5,000 genes whose activity changed measurably over time, the direction of change sometimes ran in opposite directions across participants. While the average trend in the group moved upward, the same measure declined in some individuals. That also applied to one in four genes influenced by season or time of day.

The researchers found that genes associated with cardiovascular disease and neurodegenerative conditions were strongly represented among those changing over time. This gives the study longevity relevance, though it involved a female cohort and generalization should be cautious.

What does this mean for personalized medicine?

The researchers conclude that molecular aging is a highly personal process. Two people with the same genetics can follow opposite molecular trajectories. That has implications for how aging research is designed: a single measurement misses the dynamics. For interventions, a therapy targeting one underlying mechanism should in principle benefit everyone, but the measurable effect will vary considerably between individuals.

That is not a reason for pessimism. It is an argument for repeated measurements and individually tailored research. The study also makes clear that contextual factors, from seasonal rhythms to immune cell composition, partly determine how fast someone ages at the molecular level.

Read the original article

Search terms to explore further: longitudinal multiomics aging, transcriptomic variation individuals, metabolomic aging profile blood research

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