. principal transactions revenue , which consists of revenue primarily from the firm 2019s client-driven market-making and private equity investing activities , increased compared with the prior year as the prior year included a $ 1.5 billion loss related to the implementation of the fva framework for otc derivatives and structured notes . the increase was also due to higher private equity gains as a result of higher net gains on sales