U.S. Figure Skating said on Friday that Gold would miss competitions in Beijing and Grenoble, France due to ongoing treatment for off-ice matters.
"It saddens me deeply to sit out this Grand Prix Series, but I know it is for the best," Gold said in a statement released to media outlets.
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I am currently in treatment for depression, anxiety and an eating disorder. I will not have adequate training time to prepare and compete at the level that I want to.
Form during the Grand Prix series is taken into consideration for selection on the U.S. team, which will be named after the national championships in January.
The 2018 Winter Games will be held in Pyeongchang, South Korea from Feb. 9-25.
Gold, 22, a two-time U.S. champion, finished fourth in the individual event in Sochi in 2014.