I am loading Gemcitabine HCl into mesoporous silica nanopariticles. I took 25 mg of mesoporous silica nanoparticles and 10 mg of drug for loading purpose. I used PBS 7.4 as a medium to load the drug. The gemcitabine Hcl drug has negative charge in water at PBS 7.4 is -7. The mesoporous silica is also having negative charge in water at PBS 7.4 around -18. I am getting drug loading percentage around 2% only. The solubility of gemcitabine in water is around 25 mg/ml. My question is that

1) solubility of drug in particular solvent playing a major role?

2) pH of the solvent playing a major role because 

at pH 4,

          Charge of mesoporous silica is around -15

           Charge of gemcitabine is around 12

so, If I use PBS 4 as medium for drug loading, there will be more drug loading is possible? 

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