Post-thrombotic syndrome (PTS) is the most frequent complication of deep vein thrombosis, and it can be detrimental to the quality of life of affected patients. Once affected by this chronic condition, treatment options are very limited, so preventive therapies are paramount.Currently, the prevention of PTS is hampered by the lack of unequivocally effective therapies.However, increased pathogenic insight acquired in recent years, including the central role of residual venous obstruction, could lead to better application of existing therapies and identification of novel therapeutic targets. Plausible therapeutic agents include flavonoids and statins, while promising future agents include those that target leukocyte-endothelial interaction. Moreover, differences in PTS risk were found to be partly explained by a tendency of patients to form clots which are less susceptible to lysis. Finally, identifying patients that are expected to benefit most from certain therapies is equally valuable for the success of future preventive strategies. This requires exploration of better risk stratification through machine learning techniques.