Cancer stem cells (CSCs) are a sub-population of cancer cells capable of self-renewal, proliferation, differentiation, plastic adaptation and immune regulation, thereby mediating tumorigenesis, metastasis and therapy resistance. CSCs are associated with cancer progression and clinical outcomes of cancer patients. Therefore successfully targeting CSCs is required to eradicate and cure cancer. Functional regulators of stem cell (stemness) signaling pathways in human cancers have brought new opportunities to target CSCs and reframe cancer-targeting strategies in clinical settings. However, challenges remain due to a lack of complete understanding of CSC plasticity/heterogeneity and limited efficacy of individual stemness inhibitors in cancer treatment. In this article, we review the CSC signaling pathways and the current state of CSC-targeting therapeutics in combinatory treatment in clinical trials.