Research Paper Volume 13, Issue 6 pp 7900—7913

Deep longitudinal phenotyping of wearable sensor data reveals independent markers of longevity, stress, and resilience

Smoking status representing an unhealthy lifestyle ranked by wearable BAA and blood-based bioage models. BAA and smoking: (A) BAA in the form of the negative logarithm of daily step counts, (B) GeroSense BAA, (C) questionnaire [22], (D) CBC-based DOSI [4], (E) log-mortality risk trained using combined CBC and Blood biochemistry variables (F) PhenoAge [2]. The plots are produced for NAHNES participants aged 45−75 y.o.

Figure 6. Smoking status representing an unhealthy lifestyle ranked by wearable BAA and blood-based bioage models. BAA and smoking: (A) BAA in the form of the negative logarithm of daily step counts, (B) GeroSense BAA, (C) questionnaire [22], (D) CBC-based DOSI [4], (E) log-mortality risk trained using combined CBC and Blood biochemistry variables (F) PhenoAge [2]. The plots are produced for NAHNES participants aged 45−75 y.o.