Patterning of body parts in multicellular organisms relies on the interpretation of transcription factor (TF) concentrations by genetic networks. To determine the extent by which absolute TF concentration dictates gene expression and morphogenesis programs that ultimately lead to patterns in Drosophila embryos, we manipulate maternally supplied patterning determinants and measure readout concentration at the position of various developmental markers. When we increase the overall amount of the maternal TF Bicoid (Bcd) fivefold, Bcd concentrations in cells at positions of the cephalic furrow, an early morphological marker, differ by a factor of 2. This finding apparently contradicts the traditional thresholddependent readout model, which predicts that the Bcd concentrations at these positions should be identical. In contrast, Bcd concentration at target gene expression boundaries is nearly unchanged early in development but adjusts dynamically toward the same twofold change as development progresses. Thus, the Drosophila segmentation gene network responds faithfully to Bcd concentration during early development, in agreement with the threshold model, but subsequently partially adapts in response to altered Bcd dosage, driving segmentation patterns toward their WT positions. This dynamic response requires other maternal regulators, such as Torso and Nanos, suggesting that integration of maternal input information is not achieved through molecular interactions at the time of readout but through the subsequent collective interplay of the network.gap genes | gene regulatory networks | pattern formation T he macroscopic patterns of multicellular organisms are established by the molecular interplay within transcription factor (TF) networks that give rise to corresponding patterns of gene expression during the earliest stages of embryonic development (1). During these stages, individual cells acquire information about their position within the embryo by interpreting multiple TF concentration gradients and other factors that are inhomogeneously distributed in the egg (2-5). However, the quantitative and dynamic nature of this interpretation and the subsequent response of the network are not well understood. Specifically, little is known about the ability of individual DNA loci to measure TF concentrations precisely or how these loci integrate information from measurements of multiple input concentrations. One can distinguish between two broad classes of system-level viewpoints of how this information is interpreted by the network. In one view, information-rich maternal gradients provide all the spatial cues for the final patterns and the information is relayed in a step-by-step feed-forward manner, consistent with the traditional threshold-dependent readout model (6). In the other view, maternal gradients provide the initial spatial cues to downstream genes that then cross-regulate in an otherwise self-organized network (7-16).The Drosophila embryo provides an excellent system in which these problems can be addressed in a...