Gluconeogenesis is the metabolic process of generating glucose from non-carbohydrate sources. Pyruvate is a key starting substrate in this process. It is converted to oxaloacetate and then to phosphoenolpyruvate, eventually forming glucose. While other intermediates like malate may be involved, pyruvate is the principal substrate.