The linked article states that higher levels of physical activity, as measured by the Physical Activity Scale for the Elderly (PASE) questionnaire could be related to a substantial decrease in mortality.

Link to the article.
doi: Link

To quote this article in bibliography:

Rampersad, Christie, Ranveer Brar, Kelsey Connelly, Paul Komenda, Claudio Rigatto, Bhanu Prasad, Clara Bohm, Navdeep Tangri. “Association of Physical Activity and Poor Health Outcomes in Patients With Advanced CKD." American Journal of Kidney Diseases. Online ahead of print (2021). doi: https://doi.org/10.1053/j.ajkd.2020.12.018

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Kidney Image downloaded form iStock. Here is the link to the image. A Standard License was purchased which allows the use of the file for any personal, business or commercial purposes that aren't otherwise restricted by the license.