Keywords such as “intradialytic parenteral nutrition”, “atherosclerosis”, “interleukin-6”, and “amino acids” were prominent during this period, reflecting an emphasis on understanding the immediate nutritional and inflammatory consequences of renal failure and its treatment. This evidence concerns the gene IL6 and Renal insufficiency.