microRNAs (miRNAs) are involved in regulating various plant developmental processes and mediating plant-adaptive responses to nutrient deprivation. In this study, the characterization of a wheat miRNA member TaMIR444a and the role of this miRNA in mediating plant tolerance to the N-starvation stress were investigated. Results indicated that the expression levels of TaMIR444a and NtMIR444a, the homologue of TaMIR444a in tobacco, were upregulated in roots and leaves under N deprivation, whereas the transcription of their target genes showed reverse expression patterns in above tissues. These results suggest that miR444a is conserved across plant species of dicots and monocots and can possibly establish the miRNA/target modules for mediating plant response to N deficiency. Overexpression of TaMIR444a in tobacco improved the plant growth feature, biomass, N content, photosynthetic parameters, and antioxidant enzymatic activities under N deprivation. Based on microarray analyses, a large number of genes were identified to be differentially expressed in the TaMIR444a-overexpressing plants; these differential genes are categorized into functional groups of signal perception and transduction, transcription regulation, primary and secondary metabolism, phytohormone response, cellular protection and defensive responsiveness, etc. qPCR analyses revealed that the nitrate transporter (NRT) genes NtNRT1.1-s, NtNET1.1-t, and NtNRT2.1 and the antioxidant enzyme genes (AEEs) NtCAT1;1, NtPOD1;3, and NtPOD4 were significantly upregulated by TaMIR444a, suggesting that the altered transcription of these NRT and AEE genes is associated with the improvement of the N acquisition and the cellular ROS detoxification in the N-deprived transgenic plants. Together, our findings demonstrate that miR444a acts as one critical regulator in mediating plant tolerance to the N-starvation stress through modulation of the regulatory networks associated with N acquisition, cellular ROS homeostasis, and carbon assimilation. Our findings have provided insights into the mechanisms of plant tolerance to N deficiency mediated by the distinct miRNA pathways. [ABSTRACT FROM AUTHOR]