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Visible light communication (VLC) systems with a direct current-biased optical orthogonal frequency division multiplexing (DCO-OFDM) architecture suffers from the wellknown problem of high peak-to-average power ratio (PAPR). A DCO-OFDM signal at the input of the light emitting diode (LED) with high PAPR can experience clipping due to its limited dynamic-range. This causes distortion and degradation of the signal quality, forcing a large power back-off, and so leading to an inefficient use of the LEDs. In order to resolve this problem, we propose to apply a power de-rating reduction technique at the VLC transmitter based on a modification of the active constellation extension (ACE) method with two important changes: a better predictor of the power de-rating than the PAPR, the cubic metric (CM), and a more effective clipping stage. With the proposed method, we achieve a significant CM reduction as large as 7.1 dB, which contributes to a noticeable gain in the input power back-off of 2.5 dB or an important reduction of signal distortion, and a greater illumination to communication efficiency (ICE), higher than 30%.