A silicon particle comprising a silicon body, a functionalized silica surface surrounding the silicon body, and a targeting moiety specifically targeting tumor cells, and, optionally, an enzymatically metabolizable compound, is useful in the treatment of cancer by producing cell death after particle internalization.