Could Independents hand the election to Democrats

Yesterday there was one important election in California between a Democrat and a Republican. While Republicans won the race, the vote was very close - even though it was Republican territory. It seems a good number of Republicans voted either Democrat or for an Independent candidate. Will this carry over to the general election and cause a change in leadership in the House, Senate or even both?