This trial was too restrictive from the start. We've established that the cumulative absolute reduction for the entire trial is 5%. Now we've also established that if you take only those patients with EAA levels of 0.6-0.9 into account you end up with an absolute reduction of 10.7% at 28 days. 
 
Now take this into account: the absorption capacity of each column of PMX is 12μg. When patients have EAA levels between 0.6 and 0.9 that translates to around 12-50μg of endotoxin. This means that we could only essentially remove half of the endotoxin for those in the higher range close to 0.9. This would essentially be the same as taking someone with 25μg of endotoxin and treating them with the sham cartridge... I wonder why the results are so skewed... hmmmm
 
The personalized approach: ACTUALLY USE OUR EAA diagnostic!!! If a patient has an EAA level of 0.9 that tells us we need 4 cartridges. If someone has EAA levels of 0.6, maybe they only need 2. 
 
How do we know this is actually what is going on? I'm betting on data coming out on the 14th which is focusing on the group within the trial specific to patients who had EAA levels around the 0.6-0.7 mark. At those levels, two cartridges have adequate absorption capacity, if we can show that the absolute reduction in that group is drastically higher than the entire trial group, that is a slam dunk and the FDA cannot ignore that. This directly shows that removing endotoxin decreases mortality rates and now we need to iron down our personalized approach to know when more cartridges are needed with sicker patients at higher EAA levels and possibly varying flow rates.