Tissue fluid, also known as interstitial fluid, surrounds the cells in tissues and acts as a medium for the exchange of nutrients, waste, and gases between blood and cells. It is formed by the filtration of blood plasma through capillary walls and is crucial for maintaining cellular homeostasis and facilitating communication between cells.