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The study included adults with type 2 diabetes and obesity, with groups organized by their level of heart-related risk , such as whether they had a history of heart disease, heart failure, or chronic kidney disease

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Statistical analysis In conducting the meta-analysis, we employed the R programming language (Version 4.1.3, R for Windows, Vienna, Austria) along with RStudio (Version 1.1.463, Posit PBC, Boston, MA, USA), utilizing the 'tidyverse' and 'meta' statistical packages