24891
Obesity is associated with various changes in cardiac geometry and this process involves both hemodynamic and non - hemodynamic factors , among which adipocitokines and growth factors may play an important role The aim of this study was to identify the extent and pattern of cardiac remodeling in a group of severely obese patients and analyze the relationship between adiponectin , IGF - I and cardiac parameters reflecting obesity associated structural changes .
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Please list all entity words in the text that fit the category.Output format is "type1: word1; type2: word2". 
Option: Chemical 
Text: {0} 
Answer:
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