Poly-ADP-ribose polymerase 1 (PARP-1) and PARP-2 are DNA damage sensors that are most active during S-phase of the cell cycle and that have wider-reaching roles in DNA repair than originally described. BRCA1 and BRCA2 (Breast Cancer) proteins are involved in homologous recombination repair (HRR), which requires a homologous chromosome or sister chromatid as a template to faithfully repair DNA double-strand breaks. The small-molecule NAD+ mimetics, olaparib, niraparib, rucaparib, veliparib, and talazoparib, inhibit the catalytic activity of PARP-1 and PARP-2 and are currently being studied in later-stage clinical trials. PARP inhibitor clinical trials have predominantly focused on patients with breast and ovarian cancer with deleterious germline BRCA1 and BRCA2 mutations (gBRCA1/2+) but are now expanding to include cancers with known, suspected, or more-likely-than-not defects in homologous recombination repair. In ovarian cancer, this group also includes women whose cancers are responsive to platinum therapy. Olaparib was FDA-approved in January 2018 for the treatment of gBRCA1/2+ metastatic breast cancers. gBRCA1+ predisposes women to develop triple-negative breast cancers, while women with gBRCA2+ tend to develop hormone-receptor-positive, human epidermal growth factor receptor 2 negative breast cancers. Although PARP inhibitor monotherapy strategies seem most effective in cancers with homologous recombination repair defects, combination strategies may allow expansion into a wider range of cancers. By interfering with DNA repair, PARP inhibitors essentially sensitize cells to DNA-damaging chemotherapies and radiation therapy. Certainly, one could also consider expanding the utility of PARP inhibitors beyond gBRCA1/2+ cancers by causing DNA damage with cytotoxic agents in the presence of a DNA repair inhibitor. Unfortunately, in numerous phase I clinical trials utilizing a combination of cytotoxic chemotherapy at standard doses with dose-escalation of PARP inhibitors, there has generally been failure to reach monotherapy dosages of PARP inhibitors due to myelosuppressive toxicities. Strategies utilizing angiogenesis inhibitors and immune checkpoint inhibitors are generally not hindered by additive toxicities, though the utility of combining PARP inhibitors with treatments that have not been particularly effective in breast cancers somewhat tempers enthusiasm. Finally, there are combination strategies that may serve to mitigate resistance to PARP inhibitors, namely, upregulation of the intracellular PhosphoInositide-3-kinase, AK thymoma (protein kinase B), mechanistic target of rapamycin (PI3K-AKT-mTOR) pathway, or perhaps are more simply meant to interfere with a cell growth pathway heavily implicated in breast cancers while administering relatively well-tolerated PARP inhibitor therapy.