In caring for the critically ill, clinicians may face the conundrum of a patient with normal ventilation, cardiac output, and arterial oxygen saturation, but with evidence of renal 1 or hepatic 2 failure.Conventional clinical decision-making in these situations is often based on macroscopic parameters such as heart rate and blood pressure that do not provide insight into conditions at the microvascular level. As a result, therapeutic decisions may not address the underlying pathophysiological derangements leading to organ failure.Normal tissue function depends on adequate oxygen supply.Although cellular hypoxia can result from defects anywhere along the oxygen transport pathway (pulmonary uptake, blood flow, uptake by mitochondria), deficits not attributable to impairment of overall ventilation or blood flow can result from heterogeneous oxygen transport at the microvascular level. Tissue oxygen levels vary widely over short length scales (tens of microns). Microvascular networks are heterogeneous in structure (diameter, length of flow pathways) and function (flow velocity, oxygen content). This heterogeneity can result in impaired oxygen extraction, 3 and regions of hypoxia or anoxia can occur even in tissue that receives an adequate overall oxygen supply. 4,5 This review addresses the role of local regulation of blood flow in overcoming this heterogeneity and matching perfusion to metabolic demand under normal and pathological conditions.