People who study NCD (Non Communicable Diseases) and particularly those that focus on the diseases of aging (which I think include many of the NCDs, but not all of them) have a concept of someone having a biological age as well as a chronological age. This guides things like how frail someone is, how well their cognition works, whether they are at the risk of cancer or diabetes or indeed how they look. Human beings are quite good at judging each other's general health by appearance. That is because the various NCDs tend to correlate with how well the body maintains the skin and when someone is frail it is quite easy to see this by how they move around. Regular readers of my blog will know that I think this is because the genome stops functioning properly as people get older. In essence cells stop producing the right proteins. I provide full details of this hypothesis on this web page https://citrate.science/2025poster/poster2025.html . Various approaches have been used to cal...
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