Jan Gruber
Level 2 · BiohackingBiohacking UpgradesBiohacking Upgrades — measuring aging and moving the needle. Aging clocks that read biological age, and geroprotector drug combinations screened in worms and scored for synergy before they ever reach people.
Live Beyond · A Great Mind on the Quest

Jan
Gruber

Aging clocks, worms & drug combinations
National University of Singapore

Levels of Longevity Map Jan explores

Jan Gruber is one of 100+ experts in the Live Beyond Project — a father & son quest for longevity.

Discover Live Beyond →
Aging clocks
Reading biological age
C. elegans
Screening geroprotectors
NUS
National University of Singapore
Singapore
Where we met, 2023
Who is Jan Gruber

Measure it, then move it

Jan Gruber is an aging biologist at the National University of Singapore, in the same NUS longevity group as Brian Kennedy. He works on two of the field’s hardest problems at once: how to measure aging, and how to slow it.

On the measuring side, he builds aging clocks — and he is betting they are about to get much better. As the datasets grow, he expects mortality-based, multi-omics clocks to converge, so the different clocks finally give you the same answer. On the moving side, he screens geroprotector drugs in the nematode worm C. elegans, using a clever new readout — the “transcriptional noise” that rises with age — to test hundreds of interventions and score them for synergy before the slow work of lifespan studies.

His method is deliberately staged: reduce the noise in worms first, confirm lifespan and healthspan, then step up to flies and mice. It pairs naturally with the biology of his friend and collaborator Vincenzo Sorrentino — Jan’s screening platform, Vincenzo’s mitochondria and protein-folding questions.

He is also one of the most quietly optimistic people we met. He likes to imagine his own daughter’s generation looking back in disbelief: that there was once a world when people thought aging was completely immutable — a bit, he says, like the world before antibiotics.

Aging clocks C. elegans Geroprotectors Geroscience Biohacking
Jan Gruber in his lab at the National University of Singapore
NUS, Singapore · 2023

A walk in Singapore

Where we met

We met Jan in Singapore in 2023, in the NUS longevity group around Brian Kennedy. Instead of a formal sit-down, we filmed him walking and talking with his collaborator Vincenzo Sorrentino — two friends trading predictions about clocks, worms and drug combinations under the Supertrees. Marek’s own full interviews with them are still to come; this page shares that conversation.

Aging clocks
His science
Measuring biological age.
NUS
Singapore
With the Kennedy longevity group.
Live Beyond
2023
Filmed on a walk with Vincenzo Sorrentino.

“Imagine there was a world when people thought aging was completely immutable. It’s a bit like before antibiotics.”

— Jan Gruber, Singapore
In his words

Clocks & combinations

“Imagine there was a world when people thought aging was completely immutable. It’s a bit like before antibiotics.”

Jan Gruber · Jan Gruber · Singapore

Imagine there was a world when people thought aging was completely immutable — a bit like before antibiotics.

Jan Gruber

My prediction is that within a year the different clocks will start to give you the same answer.

Jan Gruber

Transcription noise really wasn’t possible to measure before — now we can do it in individual animals.

Jan Gruber

We have synergy scores now, so we can test drug combinations at quite large scale.

Jan Gruber
In his own words

Straight from the interview

Three things Jan is betting on.

The clocks converge

Aging clocks estimate biological age from your biology. Jan expects that as datasets grow, mortality-based clocks built across many omics layers will start to agree — giving a more trustworthy read on whether an intervention is actually working.

“The different clocks will give you the same answer.”

Singapore · from the interview

Noise as a readout

With age, gene expression gets noisier — cells drift out of sync. Measuring that rising “transcriptional noise” in individual worms is a fast new way to screen interventions, looking at both the change in signal and the growth in variance.

“Reducing the noise is a cool first screen.”

Singapore · from the interview

Combinations, scored

Single drugs rarely move aging much; combinations might. Jan uses module-based synergy scores to test interventions together at scale in worms, then steps up — lifespan and healthspan, then flies and mice — keeping the winners.

“We can test combinations at large scale.”

Singapore · from the interview
Connect & follow

Explore Jan’s work

Jan Gruber is an aging biologist at the National University of Singapore. This page shares his walk-and-talk with Vincenzo Sorrentino on the Live Beyond quest; the full interview is still to come.

From the conversation

Jan Gruber, in his words

Video interview

The video interview is coming. Recorded interviews go live after the launch of the film & series Live Beyond.

Filmed in Singapore, 2023 — a walk-and-talk between Jan Gruber and his collaborator Vincenzo Sorrentino. Passages:

Before antibiotics

Jan Gruber“I wonder whether Alek will look back at it and say: imagine there was a world when people thought aging was completely immutable. It’s a bit like before antibiotics. And it’s amazing how fast this is progressing today compared to a few years ago.”

The clocks will converge

Jan Gruber“One of the big things is clocks. Mortality-based clocks will grow on the datasets — there’ll be datasets that let us combine all the omics features to mortality in a way we can’t right now. My prediction is that in a year’s time this will start to converge, that the different clocks give you the same answer.”

Reducing the noise

Jan Gruber“The transcription-noise thing is one of the things that really wasn’t possible in the past — now we can do individual animals. You get the change in the overall signal, and more importantly the increase in variance. Reducing that noise would be a cool first screen; then we confirm lifespan and healthspan down the line.”

Combinations at scale

Vincenzo Sorrentino“Do you think we could test combination interventions — genetic and pharmacological?”

Jan Gruber“We have module-based synergy scores now, so if you have something quicker than just doing lifespans, we can work at quite large scale. Start from the screen on large numbers, then go down to lifespan and healthspan, and maybe flies and mice.”

More passages from the full interview will be published here.

Continue the quest

More minds on the quest

Jan Gruber sits in Biohacking Upgrades on the Longevity Map — aging clocks and geroprotector combinations. Explore the rest of the cast on the People page.

Explore all 100+ experts

Also on the Hub

Places this page mentions, each with a page of its own.