ABSTRACT
In this work, we propose applying a time-varying electric field to a time-slotted molecular communication system with ionized message particles to combat inter-symbol interference (ISI) and enhance the transmission performance. Firstly, the solution to the Nernst-Planck equation, which describes the motion of ions under the electric field, is derived. With the derived solution, the bit error probability (BEP) and the receiver operating characteristic (ROC) curve are analyzed. Then, the time-varying electric field is optimized by the proposed algorithms to respectively minimize the error probability (MinEP), maximize the signal-to-interference ratio (MaxSIR), and maximize the sensing probability (MaxSP). For solving the MinEP and MaxSIR problems, algorithms based on the approximate gradient descent method are proposed. In addition, an efficient algorithm is proposed for solving the MaxSP problem. The proposed MinEP and MaxSIR schemes are shown to effectively mitigate ISI, and the proposed MaxSP scheme delivers the near-optimal performance with low complexity, demonstrating that the performance of molecular communications can be significantly enhanced by applying the time-varying electric field.
ABSTRACT
Primary cilia are microtubule-based organelles that play important roles in development and tissue homeostasis. Tau-tubulin kinase-2 (TTBK2) is genetically linked to spinocerebellar ataxia type 11, and its kinase activity is crucial for ciliogenesis. Although it has been shown that TTBK2 is recruited to the centriole by distal appendage protein CEP164, little is known about TTBK2 substrates associated with its role in ciliogenesis. Here, we perform superresolution microscopy and discover that serum starvation results in TTBK2 redistribution from the periphery toward the root of distal appendages. Our biochemical analyses uncover CEP83 as a bona fide TTBK2 substrate with four phosphorylation sites characterized. We also demonstrate that CEP164-dependent TTBK2 recruitment to distal appendages is required for subsequent CEP83 phosphorylation. Specifically, TTBK2-dependent CEP83 phosphorylation is important for early ciliogenesis steps, including ciliary vesicle docking and CP110 removal. In summary, our results reveal a molecular mechanism of kinase regulation in ciliogenesis and identify CEP83 as a key substrate of TTBK2 during cilia initiation.
Subject(s)
Cilia/metabolism , Microtubule-Associated Proteins/metabolism , Protein Serine-Threonine Kinases/metabolism , Cells, Cultured , HEK293 Cells , Humans , PhosphorylationABSTRACT
Eukaryotic cells contain distinct organelles, but not all of these compartments are enclosed by membranes. Some intrinsically disordered proteins mediate membraneless organelle formation through liquid-liquid phase separation (LLPS). LLPS facilitates many biological functions such as regulating RNA stability and ribonucleoprotein assembly, and disruption of LLPS pathways has been implicated in several diseases. Proteins exhibiting LLPS typically have low sequence complexity and specific repeat motifs. These motifs promote multivalent connections with other molecules and the formation of higher-order oligomers, and their removal usually prevents LLPS. The intrinsically disordered C-terminal domain of TAR DNA-binding protein 43 (TDP-43), a protein involved in motor neuron disease and dementia lacks a dominant LLPS motif, however, and how this domain forms condensates is unclear. Using extensive mutagenesis of TDP-43, we demonstrate here that three tryptophan residues and, to a lesser extent, four other aromatic residues are most important for TDP-43 to undergo LLPS. Our results also suggested that only a few residues may be required for TDP-43 LLPS because the α-helical segment (spanning â¼20 residues) in the middle part of the C-terminal domain tends to self-assemble, reducing the number of motifs required for forming a multivalent connection. Our results indicating that a self-associating α-helical element with a few key residues regulates condensate formation highlight a different type of LLPS involving intrinsically disordered regions. The C-terminal domain of TDP-43 contains â¼50 disease-related mutations, with no clear physicochemical link between them. We propose that they may disrupt LLPS indirectly by interfering with the key residues identified here.