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al s work here reflects the researchers previous studies on how the advanced technology they use beats chronological age in predicting all-cause mortality3, and how it can generally track age-related alterations.4 Other researchers have found the effects of smoking on aging, including one study that used DNA methylation clocks,5 but this study is the first using a deep learning-based approach to measure tobacco use and aging

The study reported that those who smoke cigarettes and use Alto might have greater success in subsequently quitting smoking 7

This was in accordance with findings in a study about smoking in pregnancy from the US [16]

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