<Page> Exhibit 21 GTC BIOTHERAPEUTICS, INC. SUBSIDIARIES OF THE COMPANY ATIII LLC, a Delaware limited liability company GTC Securities Corporation, a Massachusetts corporation GTC Cancer Vaccines, Inc., a Delaware corporation GTC Japan Limited, a company organized under the laws of Japan GTC Holding, Ltd., a company organized under the laws of the Cayman Islands Taurus hSA LLC, a Delaware limited liability company TSI Corporation, a Delaware corporation Transgenic Investments, Inc., a Delaware corporation TSI Deutschland GmbH, a company organized under the laws of Germany