Therapeutic compounds which are cell proliferation modulators, preferably inhibitors. These modulators contain amino acid structures that are arranged as a hydrophilic analog of an alpha-fetoprotein. The modulator may be a peptide itself, e.g., an octapeptide like that of SEQ ID NO: 5; a peptidomimetic; or may be in the form of a pharmaceutically acceptable scaffold, such as a polycyclic hydrocarbon to which is attached the necessary amino acid structures for biological and / or chemical activity. The modulators of the invention are distinguished in one aspect over previous compounds in that they are orally active, and therefore do not have to be injected into the patient. The compositions and methods are useful for reducing estrogen-dependent and estrogen-independent growth of cells, and treating or preventing cancer, such as breast cancer, brain cancer, head-and-neck cancer, thyroid cancer, lung cancer, colon cancer, ovarian cancer, prostate cancer, cervical cancer, and skin cancer. The treatment or prevention methods can include the use of tamoxifen therapy in combination with the peptide therapy.