From my experiment, I determined MDA, AST, ALT, SOD, T. Cholesterol and HDL Cholesterol in various organs Plasma, Liver, Kidney, and Heart. To get their relationships in each of the organ, I drew a correlogram like attached. Expectedly they have different relationships in each of the organ.

Is there any other non parametric test statistic/visaulization method I can perform that will show the relationship among these across the organs.

I mean I have seen the relationship in each organ using correlogram. What can show me pattern/relationship/trend of datasets in multiple organs?

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