This 2023 study of two frog species expanded one of the cited studies in Epigenetic clocks so far in 2022 to include post-embryonic epigenetic clock measurements:

“We generated DNA methylation data from African clawed frogs (Xenopus laevis) and Western clawed frogs (Xenopus tropicalis) and built multiple epigenetic clocks. Dual species clocks were developed that apply to both humans and frogs (human-clawed frog clocks), supporting that epigenetic aging processes are evolutionary conserved outside mammals.

The two species underlying our Xenopus clocks have markedly different maximum lifespans (30.3 for X. laevis and 16 for X. tropicalis), and average ages of sexual maturity (1 year for laevis and 0.375 for tropicalis). When building our Xenopus clocks, we addressed this fact in two ways:

• In our pan-clock, we used a log-linear transformation of age that effectively normalizes ages with respect to age at sexual maturity.
• In our relative pan-clock, we instead estimate relative age (chronological age divided by maximum lifespan), which normalizes ages with respect to maximum lifespan.

We also created dual-species clocks, referred to as human-clawed frog clocks, for estimates of chronological age and relative age. Relative age is the ratio of chronological age to maximum lifespan, and takes on values between 0 and 1. Maximum lifespan observed for humans was 122.5 years.

The relative age clock allows for alignment and biologically meaningful comparison between species with different lifespans.

Previous studies in humans showed that a hallmark of age-related CpGs is their association with target sites of Polycomb repressive complex 2 (PRC2), which gain methylation with age. This feature is fully recapitulated in Xenopus, and physiological significance of this association is an important open question.

PRC2 plays a prominent role during embryonic development and consequently, many aging-clock-associated genes relate to developmental processes. Given its evolutionary conservation from frogs to humans, methylation status of PRC2 targets supports some critical causal relationship to systemic aging.

Since the association with PRC2 with aging stems from analyses of adult postmitotic cells, and of different tissue origin rather than from embryonic cells, it is tempting to speculate that adult methylation status will get important input during embryonic development, the very phase when PRC2 target gene expression is prominent.

Genes associated with both positive and negative age-related CpGs relate to neural processes, although in somewhat opposite direction. While DNAm increase is linked to neural developmental genes, DNAm decrease links to synaptic transmission, roughly corresponding to processes of immature vs. mature neuronal cells, respectively. This leads to the counter-intuitive suggestion that studying Xenopus neural development may yield new insights into biological aging.”

https://link.springer.com/article/10.1007/s11357-023-00840-3 “DNA methylation clocks for clawed frogs reveal evolutionary conservation of epigenetic aging”

I’ve seen dual-species epigenetic clocks – introduced in A rejuvenation therapy and sulforaphane – referenced elsewhere, most recently in Selective Breeding for High Intrinsic Exercise Capacity Slows Pan-Tissue Epigenetic Aging in Rats. These clocks still aren’t in wide use by researchers, though. Don’t know what it will take to persuade researchers to use dual-species relative age clocks in their model organism studies so that they can justifiably invoke human applicability.