The Hammers secured a 2-1 victory at the Stadium of Light, which has almost secured the club's Premier League survival.
Gold took to the social networking website earlier this week to urge the fans to give their backing after manager Sam Allardyce and the players were booed by home supporters following the side's 2-1 victory over Hull City on March 26.
Despite last night's result, some disgruntled fans tweeted their views, with one Twitter user receiving a reply from Gold stating that he should maybe "see a doctor" or go get his eyes checked at Specsavers.
I think it's time for you to see a doctor or may be speck savers. dg— David Gold (@davidgold) March 31, 2014
West Ham are 11th in the table with six games left to play.