The fluid in question is plasma and the particles are red cells (RBCs) and platelets which have a difference in particle volume of 10:1 - RBCs are a little denser than platelets and both are only a little denser than plasma.

Platelet Rich Plasma is prepared by centrifuging anti-coagulated blood and the RBCs fall quickest, and platelets slowest, with the different white cells somewhere in between.

When centrifuging 10ml tubes of blood (approx 80ml long) at speeds of 100g for 10 mins the RBCs fall quickly to the bottom so that there is a clear border with virtually no RBCs in the supernatant. However there is still a significant proportion of plasma mixed with the RBCs. At 100g platelets remain in suspension in the supernatant without a concentration gradient developing

I would on first principles expect the platelet concentration in the plasma remaining within the RBC fraction to be the same as the supernatant concentration (or indeed increased due to the effects of centrifugal force). However the opposite is the case and the concentration of platelets is about 10% of that expected, while the concentration of platelets in the supernatant rises. Comparing the total numbers of platelets in all layers before and after  centrifugation shows they are the same so the effect is not an artefact.

I suspect that this phenomenon can be explained by the fluid mechanics properties of differing sized particles that are suspended in a fluid of approximately equal density.

Can anybody help with the physics of this?

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