Publications

The complete, current list is on Google Scholar; the machine-readable record is on ORCID. Below, a selection.

Selected

Lu AT, Fei Z, Haghani A, et al., Horvath S. Nature Aging, 2023.
One formula for biological age across all mammals.
Lu AT, Quach A, Wilson JG, Reiner AP, Aviv A, Raj K, Hou L, Baccarelli AA, Li Y, Stewart JD, Whitsel EA, Assimes TL, Ferrucci L, Horvath S. Aging, 2019.
GrimAge: the mortality-predicting clock.
Levine ME, Lu AT, Quach A, Chen BH, Assimes TL, Bandinelli S, Hou L, Baccarelli AA, Stewart JD, Li Y, Whitsel EA, Wilson JG, Reiner AP, Aviv A, Lohman K, Liu Y, Ferrucci L, Horvath S. Aging, 2018.
PhenoAge: a clock trained on clinical measures rather than chronological age.
Horvath S, Raj K. Nature Reviews Genetics, 2018.
A review of the field and a theory of what the clocks measure.
Horvath S. Genome Biology, 2013.
The first multi-tissue epigenetic clock.
Bocklandt S, Lin W, Sehl ME, Sánchez FJ, Sinsheimer JS, Horvath S, Vilain E. PLoS ONE, 2011.
The saliva-based clock that started the program.