I am working on some bactericide coatings which contain various amounts of copper. The goal is to observe the bacteria-killing efficiency of the coatings with copper content and exposure time for different gram-negative and gram-positive bacteria.

For some bacteria, we see a logical behavior but for some others, the fluctuation of the data is very large and no clear trend is observed (with copper content or exposure time). Do you think the different roughness of the coatings could influence the results a great deal? I have read that roughness definitely can influence the antibacterial properties of the surface but the roughness Ra of my samples differs just in the few nanometer range. 8, 10, 15, and so on.

I appreciate any helpful answer in advance.

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