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Review

Deciphering the Tubulin Language: Molecular Determinants and Readout Mechanisms of the Tubulin Code in Neurons

1
Unit of Neuromuscular Disorders, Translational Pediatrics and Clinical Genetics, Bambino Gesù Children’s Hospital, IRCCS, 00146 Rome, Italy
2
Molecular Genetics and Functional Genomics, Bambino Gesù Children’s Research Hospital, IRCCS, 00146 Rome, Italy
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2023, 24(3), 2781; https://doi.org/10.3390/ijms24032781
Submission received: 26 November 2022 / Revised: 17 January 2023 / Accepted: 27 January 2023 / Published: 1 February 2023
(This article belongs to the Special Issue Genetic and Molecular Regulations of Neuronal Activity)

Abstract

:
Microtubules (MTs) are dynamic components of the cell cytoskeleton involved in several cellular functions, such as structural support, migration and intracellular trafficking. Despite their high similarity, MTs have functional heterogeneity that is generated by the incorporation into the MT lattice of different tubulin gene products and by their post-translational modifications (PTMs). Such regulations, besides modulating the tubulin composition of MTs, create on their surface a “biochemical code” that is translated, through the action of protein effectors, into specific MT-based functions. This code, known as “tubulin code”, plays an important role in neuronal cells, whose highly specialized morphologies and activities depend on the correct functioning of the MT cytoskeleton and on its interplay with a myriad of MT-interacting proteins. In recent years, a growing number of mutations in genes encoding for tubulins, MT-interacting proteins and enzymes that post-translationally modify MTs, which are the main players of the tubulin code, have been linked to neurodegenerative processes or abnormalities in neural migration, differentiation and connectivity. Nevertheless, the exact molecular mechanisms through which the cell writes and, downstream, MT-interacting proteins decipher the tubulin code are still largely uncharted. The purpose of this review is to describe the molecular determinants and the readout mechanisms of the tubulin code, and briefly elucidate how they coordinate MT behavior during critical neuronal events, such as neuron migration, maturation and axonal transport.

Graphical Abstract

1. Introduction

Microtubules (MTs) are key components of the cell cytoskeleton, the dynamic network of interlinking filamentous proteins occurring in the cytoplasm of all cell types [1]. They are non covalent polymers composed of heterodimers of α- and β-tubulin that align head to tail to form a protofilament in which an α-tubulin subunit is exposed at one end, and a β-tubulin subunit at the other [2]. Protofilaments are then assembled laterally, in the same orientation, to form a hollow cylindrical structure that constitute the MT [3,4]. The directional alignment of the α- and β-tubulins into the protofilaments make MTs intrinsically polarized structures, in which a fast-growing plus-end (β-tubulin) and a slow-growing minus-end (α-tubulin) can be distinguished [5].
Within the cell, MTs do not reach a steady-state length but alternate periods of rapid polymerization with periods of shrinkage, in a process known as “dynamic instability”, that allows MTs to be swiftly remodeled in response to cellular needs.
In almost all cells, the α-tubulin minus-end is anchored to nucleating factors (such as the γ-tubulin ring complex) that act as template for the α- and β-tubulin heterodimers to start MT polymerization, so most of these dynamics occur mainly at the MT plus-end [6].
Despite their high similarity, MTs have a great functional heterogeneity, which is generated by the expression of different tubulin isotypes, which are cellular and temporally regulated, and by their PTMs [7]. Together, these regulatory mechanisms generate on both outer and inner surfaces of MTs a set of combinatorial information, known as the “tubulin code”, whose function is to adapt MTs to specialized cellular functions [8,9]. MT complexity increases significantly if we consider that the combination of tubulins and PTMs generates, within the cell, a large number of MT sub-populations with different structural, physical and dynamic parameters as well as protein affinity.
More than any other cell type, neurons rely on MT cytoskeleton to perform their functions. The creation and the proper functioning of complex neuronal structures, such as growth cones, axon and dendrites, depend on the reorganization of MTs [10]. Moreover, the correct coordination of MTs allows newly formed neurons to migrate appropriately towards specific brain regions [11] and provides for the maintenance of neuronal connectivity, supporting neuronal synapses through the long-distance delivery of vesicles, protein and organelles [12].
Nevertheless, how the tubulin code generates the information necessary to coordinate MT cytoskeleton during these events is, for some ways, still elusive.

2. Molecular Components of the Tubulin Code

MTs can be considered “mosaic structures” that are assembled from mixtures of different α- and β-tubulin isotypes. In humans, at least eight α-tubulin and nine β-tubulin isotypes have been identified [13], showing a remarkable degree of homology, with more than 90–95% of amino acid similarity for α-tubulins and 80–85% for β-tubulins [14].
All tubulin isotypes present a tripartite structure with: (i) a N-terminal nucleotide-binding domain, involved in the GTP binding; (ii) a middle region involved in longitudinal and lateral dimers interaction; (iii) an acid C-terminal domain, responsible for the binding of MT-interacting proteins and also the site of the major PTMs [15]. Most of the amino acid sequence differences between tubulin isotypes occurs in the C-terminal region; these changes provide the first structural basis for the generation of different MT population [14].
Based on their general degree of similarity, it was initially assumed that tubulins exert redundant functions. Currently, it is well established that different tubulin isotypes can assemble into discrete MT species with different functional significances, a concept known as the “multi tubulin hypothesis” [16]. The incorporation of different isotypes can affect the architecture of the α- and β-tubulin heterodimer, changing the positioning of elements that impact on MT functional properties [8,17] or modify structural features of MTs, such as their protofilament number. Tubulin heterodimers composed of α1B-tubulin and β2B-tubulin, for example, preferentially assemble in vitro into 14-protofilament MTs, while those constituted by α1B-tubulin and β3-tubulin mostly assemble into 13-protofilament MTs [18]. Furthermore, recent studies have shown that tubulin isotypes present different dynamic parameters in vitro [18,19,20,21], and changes in tubulin combination (ratio and concentration) can affect MT mechanics in vivo [17,18].
Tubulin isotypes are differentially expressed in neurons.
Among β-tubulin isotypes, TUBB3 has been considered a marker of neuronal MTs and neurons in general. It is constitutively expressed in all neuronal cells [22] and involved in the processes of axon guidance and regeneration [22,23]. Its levels raise during neurogenesis and correlates with an increased MT turnover; MTs enriched in this tubulin, in fact, undergo catastrophe more frequently than that composed of other tubulin isotypes [24].
In addition to TUBB3, at least eight tubulins (TUBA1A, TUBB2A, TUBB2B, TUBB, TUBA4A, TUBB4A, and TUBG1) have been reported to be expressed in neurons [25,26,27,28,29,30,31,32,33]; mutations in genes encoding for neuronal tubulin isotypes give rise to a wide class of neurodevelopmental and neurodegenerative disorders known as “tubulinopathies” [34]. The heterogeneity of the neurological phenotypes associated with this class of diseases highlights the specific function and the spatio-temporal expression of each tubulin during brain development [35].
Unfortunately, our knowledge about the expression pattern of tubulins during brain maturation is still fragmentary, due to their high homology that leads to tubulin antibody promiscuity and makes difficult to track tubulin single protein expression. Very recently, in the attempt to explain how tubulin isotypes are regulated during brain development, Hausrat and colleagues have quantified both gene and protein levels of endogenous α- and β-tubulins in different regions of mouse brain, during its pre- and post-natal development [35]. They demonstrated that among α-tubulin isotypes, Tuba1a, Tuba1b, and Tuba1c have a prominent expression in the hippocampus at embryonic stage, while Tuba4a is the only α-tubulin that significantly increases during brain post-natal development. Accordingly, with its post-natal expression, mutations in the TUBA4A human gene are responsible for the amyotrophic lateral sclerosis, a late-onset disease characterized by adult-onset upper and lower motor neuron degeneration [36].
Among β-tubulins, instead, Tubb2a was reported to be the major tubulin expressed at later embryonic stages and around birth of mouse. Moreover, Hausrat and colleagues also showed that all β-tubulin isotypes, with the exception of Tubb4a, were significantly reduced in post-natal brains [35]. Interestingly, also mutations in TUBB4A cause a late adult-onset phenotype in humans, known as torsion dystonia type 4, characterized by progressive generalized dystonia [37].
Likewise, our knowledge about the local expression of tubulins in neurons is still elusive. Recently, the RNA of Tubb2b was found in association with the MT plus-end tracking protein (+TIP) Adenomatous polyposis coli at the growth cone periphery of cultured dorsal root ganglion (DRG) neurons, suggesting a role of this tubulin isotype in this neuronal compartment [38].
Tubulin isotypes are subjected to multiple enzymatic PTMs that diversify both the outer and the luminal surface of MTs [39]. Within the cell, these modifications label distinct MT populations, giving rise to additional levels of information. Several tubulin PTMs have been identified so far. Many of them are highly conserved throughout eukaryotic species, highlighting the functional relevance of these modifications (Table 1).
Numerous experimental efforts in recent years have made possible to understand, at least in part, the biological significance of many of these modifications.
In this section, we will briefly describe the tyrosination/detyrosination cycle of α-tubulin, the acetylation of K40 on α-tubulin, and the polyglutamylation and the polyamination of α- and β-tubulin.
Tubulin detyrosination was the first PTM to be discovered [89]. It consists of the enzymatic removal of the Y from the C-terminus of α-tubulin and is catalyzed by the recently discovered tubulin detyrosinases VASH1 1 and 2 [53,90]. This is a reversible reaction and the addition of the removed Y to the soluble tubulin is catalyzed by TTL [52,91,92].
MTs enriched in detyrosinated α-tubulin are more resistant to nocodazole in living cells, and to depolymerization by dilution in detergent-permeabilized cell models [51]
Detyrosinated tubulin can be further converted by CCP4, CCP5 and CCP6 into Δ2-tubulin, through the removal of the penultimate E in the C-terminal domain of the α-tubulin [55,69]. This is an irreversible PTM restricted to very stable MTs and is considered the final stage of α-tubulin maturation in long-lived polymers [69]
Detyrosinated and Δ2-tubulin are prominent modifications in neurons and found on all MTs except those of the growth cone [93] (Figure 1).
Moreover, detyrosinated tubulins are enriched in axonal MTs of developing neurons [94] and positively correlates with the extent of axon outgrowth, since its depletion increases axon outgrowth in cultured hippocampal neurons [95].
Differently, tubulin tyrosination is considered a marker of labile MTs [96]. In vivo studies have demonstrated that tyrosinated MTs undergo turnover within minutes [97]. Moreover, in vitro experiments have shown that in cultured MEF cells, tyrosinated MTs are preferentially bound by the kinesin Kif2C, a motor-like protein that induces the depolymerization of MT ends, demonstrating that MTs enriched in this PTM are more subjected to disassembly [98].
Tyrosinated MTs are particularly abundant in the distal end of the axon, including the growth cone [99,100] (Figure 1) where they are necessary for the recruitment of +TIPs [101] (Figure 2). Interestingly, the initiation zone of the retrograde transport in the distal axon coincides with a region enriched in tyrosinated tubulin [102,103]. Recently, in vitro live-cell assays have demonstrated that tubulin tyrosination is implicated in the spatio-temporal regulation of the retrograde transport initiation in neurons [101].
The balance between tyrosinated and detyrosinated tubulin is tightly regulated during the early neuronal development, and the excessive detyrosination of neuronal MTs, caused by the inactivation of the gene encoding for the TTL enzyme, has been shown to cause neurodevelopmental defects and perinatal death in mice [104].
Analogously to detyrosination, the acetylation of K40 on α-tubulin have been reported to accumulate on long-lived MTs [41]. The peculiarity of this modification is that it marks the luminal surface of MTs [105]. The enzymatic addition of the acetyl moiety to K40 is catalyzed by the ATAT1 enzyme [106], while the reverse reaction is carried out by the deacetylases HDAC6 and SIRT2 [42,43]. In vitro reconstitution experiments have shown that, in addition to prevent MT depolymerization, α-tubulin acetylation protects MTs from mechanical breakage [45]. Indeed, the addition of the acetyl group on the luminal K40 changes the structural conformation of the flexible loop containing this residue, improving MT resilience and mechanical properties and, thus, stabilizing MTs [44,45,46].
Tubulin acetylation restricts axon overbranching and overgrowth by dampening MT dynamics in mice cerebral cortex and in cultured hippocampal neurons [107]; moreover, the loss of α-tubulin acetylation in cultured neurons promotes MT debundling, their invasion into filopodia and growth cones, and the plus-end dynamics along axons [107].
Tubulin polyglutamylation, consisting of the addition of E side chains of different length on the C-terminal domain of both α- and β-tubulins, predominantly impacts on MAP association [62]. Polyglutamylation is the most abundant modification in the nervous system, and is catalyzed by nine TTL enzymes [60]. The reverse reaction of E removal is instead catalyzed by all members of CCPs [55,61].
The addition of long side chains of E stimulates MT disassembly both in vitro and in vivo [108] and enhances, in vitro, the activity of the MT-severing enzyme spastin and katanin [108,109]. Thus, it was proposed that this PTM may modulate both MT mass and dynamics within the cell [110].
Axonal MTs are enriched in long-chain glutamylated tubulins while short-chain glutamylation occurs preferentially in dendritic MTs [111] (Figure 2). Moreover, α- and β-tubulins have been reported to be differentially glutamylated during the different stages of neuronal development; the levels of β-tubulin glutamylation indeed increase during in vitro neurogenesis whereas glutamylated α-tubulin is more abundant in cultured young neurons [60,112].
Imbalance in the level of tubulin glutamylation due to the inactivation of the CCP1 gene, encoding for the CCP1 enzyme that removes E residues from polyglutamyl chains of tubulin, causes in pcd mice a neurodegenerative phenotype characterized by cerebellar ataxia and locomotor deficit [113]. In this animal model, the loss of CCP1 results in high levels of tubulin glutamylation in Purkinje cells that causes their post-natal degeneration [55] Recently, mutations in the CCP1 human gene, that lead to the absence of a functional CCP1 protein, have been described also in patients affected by infantile-onset neurodegeneration involving the cerebellum, spinal motor neurons, and peripheral nerves [114].
Lastly, tubulin polyamination, consisting of the addition of amines to Q residues of both α- and β-tubulins, has been recently identified as a PTM enriched in axonal MTs (Figure 1) and critical for their stabilization [68].
It is an irreversible PTM catalyzed by TG1, TG2, TG3 and TG6 enzymes [115,116] and primarily occurs on amino acid residues at polymerization interfaces. The highly conserved Q15 on β-tubulin, located near the GTP-binding domain, is the main residue to be polyaminated [68,69]. Additional polyamination sites have been identified on α-tubulin (Table 1); these residues are located in the proximity of the GTP pocket, at the interface between neighboring protofilaments or with γ-tubulin at the nucleation site [68]. Considering the localization of these amino acid sites, tubulin polyamination has been predicted to have a role in MT lattice stabilization or nucleation [68,69].
Polyaminated MTs are highly stable to ice cold or calcium induced depolymerization condition; moreover, the inhibition of polyamine synthesis or transglutaminase activity significantly decreases MT stability both in vitro and in vivo [68]. The inhibition of ornithine decarboxylase, the main enzyme involved in polyamine biosynthesis in rats, reduces the formation of cold-insoluble tubulin in the axons of the rat optic nerve. Furthermore, the treatment of cultured SY5Y neuroblastoma cells with the irreversible transglutaminase inhibitor IR072 significantly decreases neurite outgrowth. Moreover, in vitro experiments demonstrated that the presence of polyamines reduces the solubility of tubulin and MTs as the bulk of modified tubulins were pelleted, according to an increase in their stability [68].

3. Readout Mechanisms of the Tubulin Code

As previously reported, the tubulin code can modulate intrinsic properties of MTs, such as structural [8,17,18], mechanical [44,45,46] and dynamic features [19,21]. However, its major function is to regulate, in a selective manner, the recruitment of proteins.
Molecular motors are undoubtedly the main readers of the tubulin code. They are a subclass of MAP which use the energy of ATP hydrolysis to walk along MTs and include kinesins, which move towards MT plus-ends and are responsible for the anterograde transport and dyneins, which instead move toward MT minus-ends achieving the retrograde transport [117].
Recently, using a yeast expression system, Sirajuddin and colleagues have shown that the selective incorporation of tubulins into MTs and their PTMs regulates molecular motor velocity and processivity in vitro, with substantial changes conferred by even single amino acid variations among tubulins [118]. The authors demonstrated that the presence or the absence of the C-terminal Y residue on the α-tubulin affects the processivity of Kinesin-1 and Kinesin-2 and the depolymerizing activity of Kinesin-13. Moreover, they showed that the incorporation of TUBB3 or TUBB1 into in vitro-assembled MTs substantially reduces the run length of Kinesin-1. Interestingly, TUBB1 and TUBB3 are the only β-tubulin isotypes that possess a positively charged lysine residue in the C-terminal domain and the removal of this amino acid or the polyglutamylation of the C-terminal tail on TUBB3, which increases its negative charge, fully restores Kinesin-1 motility in vitro [118].
These results have demonstrated that the selective expression of tubulins and the accumulation of PTMs on them can provide specific “signatures” that are recognized only by a restricted set of proteins.
Unfortunately, very little is known about the impact that each single tubulin isotype has on the recruitment of molecular motors, whereas the effect of tubulin PTMs has been mostly characterized in the last few years.
Kinesin-1, for example, preferentially associates with detyrosinated MTs (Figure 2) in different in vitro neuronal models [100,119]. By contrast, Kinesin-5, preferentially associates with tyrosinated MTs in dendrites [120] (Figure 2).
Dynein processivity and activity, instead, have been reported to be mainly regulated by tubulin tyrosination and glutamylation [121,122,123]. The DDB complex, composed of dynein, dynactin and BicD2 protein, selectively binds tyrosinated MTs to initiate its movement (Figure 2), since the motility of the motor complex was significantly reduced on MTs containing recombinant α-tubulins deleted of their C-terminal Y [123]. Moreover, alteration of tubulin glutamylation affects flagellar dynein activity and causes a severe deficiency in ciliary motility associated with an abnormal waveform and reduced beat frequency in Tetrahymena [121,122].
Tubulin glutamylation also influences the motility of Kif1A (Figure 3), a member of the Kinesin 3 family involved in the axonal transport of synaptic and dense core vesicles. Kif1a interacts with the tubulin C-terminal domain through its positively charged K-loop, located in its motor domain [65]. The lack of polyglutamylated chains on the C-terminal domain of α- and β-tubulins reduces Kif1A pausing and overall run length in vitro [65]. Moreover, hippocampal neurons of ROSA22 mice, that exhibit a striking loss of polyglutamylated α-tubulins, display improper Kif1A localization both in vitro and in vivo, and insufficient cargo delivery of synaptic vesicles in vivo [124].
Another two important readers of the tubulin code are structural MAPs and +TIPs [125]. Structural MAPs are a heterogenous group of proteins that statically bind along the length of MTs, contributing to their stability [126]. They play a critical role in neuronal cells, where they principally contribute to maintaining a polarized and mutually exclusive distribution of MTs in dendrites and axons [127]. These proteins bind MTs with different affinity, depending on their PTM state. The best example of this regulation is provided by tubulin polyglutamylation, which has been reported to regulate MAP transition during neuronal development [125]. In vitro experiments have shown that neuronal MAPs bind with different affinity purified brain tubulins, depending on the length of E chains on their C-terminal domain. MAP1A efficiently binds hyperglutamylated tubulins, while Tau and MAP2 preferentially bind tubulins with moderate levels of polyglutamylation [128] (Figure 2).
Interestingly, MAP2, which is implicated in the generation of dendrites, preferentially binds glutamylated β-tubulin whose levels accumulate in dendritic compartments during dendritogenesis [128]. Instead, both MAP1A and polyglutamylated β-tubulin increase in dendrites during the second week of post-natal brain development [128]. This evidence suggests that levels of tubulin glutamylation, the length of the glutamylated chain, and the tubulin isotype that is glutamylated (α versus β) are the main molecular determinants that regulate the transition of MAPs–tubulin interaction during nervous system development.
Lastly, +TIPs are a subclass of MAP that transiently bind the plus-ends of growing MTs and locally control MT assembly and their attachment to other cellular components such as the cell membrane or kinetochore [129].
It has also been reported that TIPs containing the Cap-G-rich MT-binding domain, such as the cytoplasmic linker protein 170 (CLIP-170), the cytoplasmic linker protein 115 (CLIP-115), and p150 Glued, bind more efficiently tubulins in their tyrosinated state [101,130,131] (Figure 2).
In cultured hippocampal neurons of TTL-null mice, which display high levels of detyrosinated tubulin, CLIP-170 has been shown to be misallocated from the distal part of neurites and from growth cones [104]. Moreover, in S. cerevisiae, where the detyrosination of α-tubulin does not occur, the removal of the C-terminal aromatic residue of α-tubulin impairs the interaction between MTs and CLIP-170 yeast ortholog, suggesting a crucial role of the C-terminal Y residue for CLIP-170 association with MT plus tips [132].
A list of MT-interacting proteins and tubulin PTMs that enhance and inhibit their MT binding is summarized in Table 2.

4. Regulation of MTs in Neurons

Nervous system development and homeostasis depend on the correct functioning of MT cytoskeleton. Developing neurons rely, in fact, on the dynamic nature of MT cytoskeleton to remodel their shape and create complex structures such as axon, dendrites and synapses [151,152,153]. MTs are also key effectors of correct neuronal placement as they provide the traction force that allows newly formed neurons to migrate towards different brain regions. Moreover, MTs support neuronal circuits through the transport of vesicles, proteins and organelles along the axons.
In recent years, a growing number of mutations in genes encoding for tubulins, MAPs and enzymes that post-translationally modify MTs, which are the main factors of the tubulin code, have been linked to neurodegenerative processes or defects in neuronal migration, differentiation and connectivity. However, how the information necessary to coordinate MT functions is established and deciphered during neuronal development is still largely unchartered.
In this section, we will provide an overview of how MTs, their PTMs and interactors can regulate critical neuronal events, such as neuron maturation, migration and axonal transport.

4.1. Neuron Maturation

4.1.1. Axon Formation

During neuron maturation, neuronal stem cells undergo dramatic morphological changes that lead to the formation of multiple processes which start as small buds on the membrane and elongate to form thin protrusions, the neurites. Importantly, only one process will mature in the axon while the other will generate the dendrites [154].
Axon formation marks the initial morphological event that defines neuronal polarization and largely depends on the local reorganization of MT cytoskeleton [155,156]. Electron micrograph studies have revealed that during in vitro axonogenesis, the cell body of neuronal precursors is gradually depleted of MTs while there is a massive increase in MTs in the neurite that will generate the axon [157].
MT translocation into the nascent axon is mainly driven by dynein motors that push MT meshwork forward en masse and generate, on the cell membrane, the mechanical force underlying axon protrusion [158]. In the model proposed by Roossien and colleagues [158], dyneins targeted to actin at the cell cortex or bound to the plasma membrane capture the plus-ends of MTs and use their minus-end activity to move them forward. Furthermore, dyneins bound to two neighbors within a MT overlap produce the force to slide them relative to each other, thus contributing to the displacement of MTs forward along the axon [158]. In vitro experiments have shown that MT disruption or dynein depletion causes axon retraction or impaired axon growth [159,160,161,162]. Moreover, dynein inhibition induces MT bulk retraction and increases the tensile force of the axon in cultured neurons of chick and of the sea slug Aplysia californica [163].
The plus-end motor Kinesin1 has also been recently reported to promote axon outgrowth in cultured neurons of Drosophila, by sliding MTs against each other and thus forcing membrane extension at the tip of the neurite [135].
In the axon, MTs are aligned into densely packed bundles with their plus-ends pointing toward the tip of the axon [164,165]. This configuration is not fortuitous; its establishment and permanent maintenance requires several MT regulators, primarily MAPs, which impose structural order, thus preventing MTs to go into disarray.
Tau undoubtedly has a pivotal role in MT bundling in the axon. Using a centrosome-mediated MT regrowth assay, Brandt and Lee showed that Tau promotes both MT nucleation and growth in vitro [140]. Recently, Hernandez-Vega and colleagues have demonstrated that under the condition of molecular crowding, Tau forms liquid-like drops in which tubulin is condensed, and drives the nucleation and the elongation of MT bundles [143]. Moreover, Méphon-Gaspard et al. (2016) have reported that Tau mediates, under macromolecular crowding conditions, MT bundle architecture, forming long-range cross-bridges between MTs [142]. Tau’s ability to form MT fascicles would depend on its phosphorylation state. Recently, Rodríguez-Martin et al. (2013) have proposed that the excessive Tau phosphorylation suppresses MT bundle formation in transfected CHO cells [166]; interestingly, mutation affecting Tau’s phosphorylation state have been reported to increase MT spacing in neurites of cultured PC12 cells and in processes of Sf9 cells [167].
Tau also counteracts the activity of the MT-severing proteins katanin and spastin by preventing MT fragmentation in the emerging axon of cultured neurons [141]. The suppression of Tau in cerebellar macroneurons curtails the transformation of the immature neurite into the axon [168], while its induction in NGF-treated PC12 increases MT mass by promoting MT stability and formation [169].
Besides working like structural backbones, axonal MTs act also as filters for the passage of molecular motors with axon-specific cargoes. They indeed mobilize, via the plus-end-directed transport of kinesin motors, polarity signals required for axon outgrowth. The CRMP2–tubulin complex, which catalyzes the incorporation of free tubulins into the ends of existing MTs, is transported to the distal part of the axon by Kinesin-1 [170,171] while phosphatidylinositol-triphosphate, a factor involved in the spatial restriction of axonogenesis signals, is transported by the Kinesin-3 motor protein GAKIN/Kif13B [172].
Additional kinesins, such as the mitotic Kinesin-5, 8 and 13, instead, have been reported to regulate axonogenesis by limiting axonal growth. Pharmacological inhibition of Kinesin-5 in cultured neurons, for example, results in longer axons [173,174]. Instead, Kinesin-8 and Kinesin-13 inhibit axonal growth by enhancing dynamic instability and promoting MT catastrophe [175,176]. It follows that axonogenesis is a tightly regulated process that needs the interplay of different factors that, if, on one hand, promote axon extension, on the other, counterbalance its excessive growth.
To break neuron symmetry and specify axon formation, MTs also need to be stabilized [177].
MTs were found to be more stable in the axon shaft compared with those of future dendrites [107,177]. Indeed, the ratio of stable (detyrosinated and acetylated) to dynamic MTs (tyrosinated) has been shown to be significantly higher in the axon compartment of hippocampal neurons of stage 2 [177], suggesting that in morphologically unpolarized cells, MT stabilization in one neurite precedes axon formation [177,178]. Accordingly, neurons treated with low doses of Taxol extend axon-like neurites that display a high ratio of acetylated to tyrosinated tubulin [177]. The local stabilization of MTs may also explain the selective targeting, in the nascent axon, of kinesin motors such as Kinesin-1 and GAKIN/Kif13B which preferentially bind acetylated and detyrosinated MTs [133,179], and are critical for neuronal polarization [172].

4.1.2. Growth Cone Formation

A critical step that occurs during axon extension is the formation, at the tip of the axon, of the growth cone [180], a specialized motile structure responsible for directing axon guidance. MTs have been classically considered second players in growth cone pathfinding. Indeed, despite it being well-established that MTs, by extending into the growth cone, are able to drive its turning, their polar invasion has been deemed to passively follow the change in actin organization.
Several pieces of evidence support the existence of mechanisms by which MTs are subjected to forces generated by molecular motors, primarily dyneins, which allow them to invade the growth cone, resisting to buckling and collapsing caused by the actin cytoskeleton.
Recently, Grabham and colleagues have demonstrated that dynein and its regulatory factors LIS1 and dynactin promote MT advance during the growth cone remodeling of cultured chick sensory neurons, and that dynein or LIS1 inhibition reduces the number of MTs invading the peripheral domain of the growth cone and the ability of MT to resist retrograde actin flow [162]. The authors also showed that dynein, LIS1 and dynactin accumulate in the axonal growth cone of cultured hippocampal neurons at stage 3 and that the LIS1 silencing compromises, in these cells, growth cone organization and axon elongations [162]. Differently, the motor proteins Kinesin 5 and Kinesin 12 have been reported to counterbalance the forces generated by cytoplasmic dyneins, opposing MT entry into the growth cone [181,182,183]. Their depletion in cultured neurons causes a faster-growing axon [181,182] and prevents growth cones from turning properly enhancing MT invasion into filopodia. Moreover, Kinesin-12 knockdown also results in notably longer fast-growing axons in zebrafish embryos as well [183].
Recently, in vitro evidences have shown that the Kinesin-2 Family Member Kif3C is likewise implicated in the regulation of MT dynamics and organization at the growth cone of DRG neurons, by acting as a MT-destabilizing factor. Kif3C preferentially binds tyrosinated MTs and interacts with the end binding protein (EB) 3, promoting its localization at MT plus-ends. The depletion of this kinesin in adult neurons leads to an increase in stable, overgrown and looped MTs in vitro because of a strong decrease in their frequency of catastrophes [149].
Thus, proper growth cone pathfinding requires the synergic action of different molecular motors, which tune the MT cytoskeleton, by regulating its invasion and organization at the tip of the axon.
In support of a non-marginal role of MTs in growth cone pathfinding and morphogenesis, functional studies have shown that organotypic cultures of the hindbrain obtained from TTL−/− mouse embryos, which are deprived of tyrosinated tubulin, have a hypertrophic growth cone with randomly oriented filopodia [184]. Moreover, axons of precerebellar nuclei neurons, in which tubulin detyrosination does not occur, emit supernumerary neurites ex vivo and in vitro. These neurons also present reduced axon length and their axon trajectories are not straight when they grow in a collagen matrix, or ex vivo when they approach the floor plate [184].

4.1.3. Axon Branching

During maturation, the axon develops multiple collateral branches which are located far from the soma and connect with multiple synaptic targets [185,186]. The stabilization of premature branches requires the insertion of axonal MTs [187,188]. Recent studies have demonstrated that, in cultured chick sensory neurons, as well as in rodent hippocampal and cortical neurons, short MTs are transported to or synthesized at newly forming branches [189,190], suggesting that MT fragmentation at localized areas of the axon shaft would increase the amount of available tubulin molecules or short MT fragments that insert into filopodia and promote branch formation [191]. Accordingly, the over-expression of the MT-severing enzyme spastin, which results in a large number of short axonal MTs, dramatically enhances the formation of axonal branches in vitro [192], while the stabilization of the MT cytoskeleton using the MT-stabilizing drug Taxol reduces branch formation by decreasing the invasion of MTs into early filopodia in cultured neurons [187].
Different MAPs promote axonal branch formation [189]. MAP7 has been found to co-localize with MTs at branch junctions of cultured DRG sensory neurons [193,194]. Tymanskyi and Ma (2019) have demonstrated that MAP7 binds the acetylated and stable region of individual MTs, avoiding their dynamic plus-ends and preventing MT depolymerization and branch retraction after laser-induced severing or nocodazole treatment [195]. Moreover, over-expression of MAP7 in younger neurons that do not typically express it increases the number of interstitial branches, while the perturbation of its expression in older neurons, cultured after branch formation in vivo, results in fewer interstitial branches [193].
So far, SSNA1 protein, a MAP with tubulin nucleation activity, has been reported to accumulate in vitro at the branch sites of developing neurons and to enhance the branching patterns of the growing axon [196,197]. Recently, Basnet and colleagues have demonstrated that SSNA1 directly remodels MTs into branched structures by connecting the ends of existing MTs or by splitting the MT lattice [197].
Because this MAP interacts with spastin [146], which localizes at branch sites as well [194], it has been proposed that, at the branch points of the axon, spastin-severed MTs may act as building blocks for SSNA1-mediated MT nucleation and branching. According to this model, SSNA1 mutants that abolish MT branching in vitro also fail to promote axon branching when over-expressed in neurons [197].

4.1.4. Dendrite Formation

The last stage of neuron maturation is the acquisition of a proper dendritic architecture and the maturation of dendritic spines, protrusions on dendritic shafts, which are the sites where excitatory synapses are located [198,199].
Differently from axons in which MTs are oriented in a plus-end distal orientation, dendrites contain MTs with both polarities [200]. The establishment of MT mixed polarities in the dendrite occurs earliest during neurite formation [201,202,203], and is achieved through the transport of MTs and through their nucleation at non-centrosomal sites into the developing dendrite.
Kinesin 6 (also known CHO/MKLP1) has been reported to transport minus-end MTs into nascent dendrites. In Kinesin-6-depleted cultured neurons, minus-end MTs fail to move into dendrites and these processes do not acquire their dendritic characteristics [204,205]. Similarly, the silencing of Kinesin-12 decreases the proportion of minus-end-distal MTs in experimental dendrites and impairs their morphology [206].
Furthermore, different works have demonstrated that in neurons, nucleating factors localize into dendrites and drive the nucleation of MTs, both anterogradely and retrogradely, depending on their position and orientation into the dendritic arbor [207,208,209,210].
In the neurons of C. elegans, γ-tubulin ring complexes have been found to localize at the growth cone of dendrites and produce both anterograde- and retrograde-polymerizing MT populations, thus creating plus-ends out and minus-ends out of MTs, respectively [209]. MT-organizing centers (MTOCs) have been observed also at the tip of dendrites in Drosophila sensory neurons [210]. In vivo time lapse experiments have shown that in this class of neurons, anterograde-polymerizing MTs nucleated at MTOCs are guided into nascent branches to split the tip into new primary branches [210]. MT nucleation in dendrites can occur also on pre-existing MT fragments. In cultured rodent hippocampal neurons, augmin has been demonstrated to recruit γ-tubulin on MT fragments to amplify the existing array [207,208].
Several studies have shown that the regulation of MT cytoskeleton is critical for the appropriate arborization of neuronal dendrites during development. In vitro studies have demonstrated that in sympathetic neurons, activity-dependent dendrite formation is accompanied by the increased association of MAP2 with MTs and increased MT stability [211]. Moreover, Getz and colleagues have reported that Phosphatase and tensin homolog-deficient neurons, which present supernumerary dendritic processes, have increased MT polymerization rates in dendritic growth cones, and that the correction of tubulin polymerization by MT pharmacological inhibition is sufficient to reduce dendritic overgrowth both in vitro and in vivo [212].
Recently, Delandre and colleagues have shown that specialized dendrites of class I and class IV neurons of Drosophila differ in MT configuration and density, according to their different sensory modalities [213]. This evidence suggests that MT architectural organization may act as a discriminating factor in establishing neuron-type specific morphologies by regulating dendrite requirements.
The presence of MTs in spines, as well as their role in spine plasticity and morphology, has remained unexplored for a long time. For several years, in fact, it has been believed that only the actin resides in dendritic spines controlling their shape and function and, only recently, MTs have emerged as equally relevant temporal and spatial regulators.
Studies of electron microscopy and live confocal imaging have demonstrated that labile populations of MTs localize into dendritic spines in vitro [214,215], and affinity chromatography experiments have identified a soluble form of tubulins among binding partners of the synaptic NMDA receptor [216,217]. In addition, tubulin mRNA was found in synaptosomal preparations enriched for dendritic spines [218].
Moreover, in vitro experiments have demonstrated that MT manipulations by pharmacological drugs, such as nocodazole and Taxol, modulate the spine development of rat hippocampal neurons [214].
MTs only transiently stay in the spines of cultured neurons [219,220,221]; these populations are mainly tyrosinated and their invasion into dendritic protrusions appears to be dependent on neuronal activity, since the stimulation of neurons with high concentrations of KCl enhances in vitro both the number of spines invaded by MTs and the duration of these invasions [219]. This experimental evidence suggests that the MT cytoskeleton may play an important role in synapse function and plasticity [151,219,220,221]. Accordingly, recent works have shown that MTs support the channel activity of the transient receptor potential family mechanotransduction channel NompC by conveying force to gated channel activation [222,223].
Furthermore, MTs would also be critical for the transport of material throughout the dendritic arbor. Recently, McVicker and colleagues have reported that in cultured neurons, synaptotagmin 4, a vesicular calcium-binding protein implicated in retrograde signaling at synapses, is directly transported into the spine along dynamic MTs by the motor protein Kif1a [224].
A schematic overview of MT, tubulin PTMs and MT-interacting protein tasks during neuronal maturation is illustrated in Figure 2, while a list of MT-interacting proteins and tubulin PTMs involved in neuronal maturation is summarized in Table 3.

4.2. Axonal Transport

A key role of the neuronal MT cytoskeleton is to support long-range bidirectional transport, providing lines for molecular motors [226].
MTs do not only have a passive role acting as highways for the movement of motor proteins; efficient and well-orchestrated transport depends on the structural and chemical features of MTs, and on its interaction with MAPs, to guarantee that different cargoes are moved toward specific locations in a finely regulated manner.
Pioneering work in worm neurons has revealed that the length and density of MTs set the upper rate limit of efficient transport [227].
Firstly, the movement of molecular motors and, thus, the duration of cargo transport is limited by the MT length. In vivo experiments have shown that in neurons of mutant strains of C. elegans, which harbor shorter or longer axonal MTs, the run length of synaptic vesicle precursors decreases or increases depending on the MT lengths [227].
Moreover, the coverage and the vicinity of MT tip influence the speed of axonal transport and the duration of the immobile state of molecular motors. Recently, Yogev and colleagues, using a novel light-microscopy-based method, have demonstrated that in neurons of live worms, motor proteins stop at the MT ends and that the pause time that they spent in the immobile state is less in strains with higher MT coverage and longer in strains with lower MT density. Similarly, in the distal axon of L4 larvae of C. elegans, where the density of MT arrays is lower, the pause times of synaptic vesicles are longer as compared to those of the proximal axon, where MT coverage is significant [227]. In accordance with these observations, Buscaglia and colleagues have recently reported that in cultured cortical neurons of Tuba1aND/+mice, harboring the heterozygous p.N102D substitution in Tuba1a that impairs Tuba1a stability and MT thickness, the inappropriate density of MTs causes a lengthening of lysosome stalling in the axon [228].
The resumption of axonal transport, after pausing, depends on the abundance of MTs near the tubulin tips, which allows molecular motors to switch on them and continue the run [227].
While structural features of MTs regulate physical parameters of axonal transport, the chemical composition of MTs (tubulin isotypes and PTMs), as well as their interaction with specific MAPs, mainly influences the type of cargo that will be transported and the balance and the distribution of motor proteins.
Recent studies have documented the selective transport of cargoes on specific subsets of modified MTs in neurons in both a physiological and pathological context. In injured dorsal root ganglion cultured neurons, for example, the retrograde transport of lysosomes occurs on tyrosinated MTs, and the knockdown of TTL, which decreases the levels of tubulin tyrosination, causes a reduction in the fraction of retrograde-moving lysosomes with a concomitant increase in their stationary state [39]. The efficiency of mitochondrial transport, instead, seems to be selectively regulated by tubulin detyrosination. In the SMN-depleted motoneuron-like NSC34 cell line, an in vitro model of spinal muscular atrophy, which shows a significant down-regulation of α-tubulin detyrosination, mitochondria are misallocated along neurites and their location is restored only after MAP1B depletion that increases the level of detyrosinated α-tubulin [229].
However, among tubulin PTMs, polyglutamylation has attracted great attention in recent years as an active regulator of neuronal trafficking. It has been reported that distinct patterns of glutamylation on α- and β-tubulins influence axonal transport [9,67]. Different works have demonstrated that excessive tubulin glutamylation strongly decreases mitochondria motility in cultured hippocampal pyramidal neurons and cerebellar granule cells (CGC) [93,230,231]. Moreover, in neurons of pcd mouse, which present high levels of glutamylated α- and β-tubulins, only the loss of TTL1, the enzyme that polyglutamylates α-tubulin, leads to increased mitochondria motility, while the loss of TTLL7, that polyglutamylates β-tubulin, has no such effect [67]. This evidence demonstrates that motor proteins have different sensitivity to the type of tubulin that is glutamylated (α versus β).
The hyperglutamylation of tubulin has been also reported to reduce, in cultured hippocampal neurons, the motility and the run length of a wide range of functionally different neuronal cargoes, such as lysosomes, LAMP1, endosomes and BDNF vesicles [230], thus suggesting that this tubulin PTM, more than the others, may act as a general traffic regulator in neurons.
Tubulin PTMs can also influence the biophysical parameters of cargo transport, despite, in some cases, their effect being relatively modest: detyrosination decreases the motility of the activated DDB complex 4-fold [123], acetylation increases Kinesin-1 velocity 1.2-fold [232], and detyrosination decreases Kinesin-1 processivity 1.4-fold [118].
The interaction between motors and nonenzymatic MAPs is another emerging regulatory mechanism of cargo transport. A recent systematic analysis of the effects of MAPs on the transport mediated by different molecular motors revealed the distinct influences of MAP7 and MAP9 on Kinesin-1, Kinesin-3 and dynein motor movements [233]. In this study, Monroy and colleagues, by using in vitro reconstitution experiments of purified proteins, demonstrated that MAP7 exerts a dual-opposite effect depending on the type of motor proteins, promoting the recruitment of Kinesin-1 and inhibiting the binding of Kinesin 3 on the MT lattice [233]. The authors also showed that MAP9 enhances the binding and motility of Kinesin3 on MTs and, at the same time, inhibits the processive dynein–dynactin complex from accessing the lattice [233]. Overall, this work provides evidence that MAPs can regulate the distribution of molecular motors by gating access to the MT network.
MAPs can also compete for the binding of MTs, as in the case of MAP7 and Tau, which differently regulate Kinesin-1 motility in vitro, on MT assemblied from purified tubulins, and, in vivo, in Drosophila peripheral nervous system neurons; this competition dictates the access of Kinesin-1 to MTs determining its correct distribution and the balance of its motor activity [234].
While the role of MAP and tubulin PTMs have been well-characterized over the years, very little or almost nothing is known about the contribution that each neuronal tubulin has on the regulation of the critical parameters of axonal transport or, rather, if MTs composed of specific isotypes may be used as preferential binaries by molecular motors.
The recent evidence that mutations in specific neuronal tubulins, such as TUBB3 and TUBB2A which preferentially affect axonal transport by disrupting the binding of specific motor proteins and are associated with the loss of axons in the central nervous system and peripheral neuropathy [23,235], may suggest that MTs composed of these isoforms could act as preferential tracks for these motor proteins in neurons. However, most of these mutations affect highly conserved and adjacent residues located at the motor interface of tubulins, whose negative charge has been demonstrated to be critical for the kinesin binding and stall force [235,236,237]. In addition, Niwa and colleagues have demonstrated that these variants exert the same pathogenic effects when introduced in other tubulin isotypes and then overexpressed in neurons [237]. Therefore, specific amino acids on tubulins, rather than specific tubulins, are critical for the proper axonal transport in neurons.
However, a recent work has demonstrated that in worm neurons, the α-tubulin TBA-6 regulates the velocity and the type of cargoes of intraflagellar transport mediated by Kinesin-2 and OSM-3/Kif17 motor proteins in vivo [238]. So, although currently there is no evidence to support it, it cannot be excluded that also in other contexts, as in axonal transport, specific tubulins may determine the hallmarks and physical parameters of cargo transport.
MTs supporting axonal transport travel through the axon initial segment and the transport of substances occurs from the minus-end toward the plus-end of the MTs, ending at the axon tip. Importantly, the EB protein family (composed of EB1, EB2 and EB3), is of primary importance in coordinating proteins on the growing MT plus-ends and, in fact, they are also described as +TIPS. In particular, EB3 accumulates and stabilizes the axon initial segment of mature neurons and it is used to quantify different features of axonal transport by transfection of GFP-EB3 plasmids that allow visualizing and measuring the speed and directionality of EB3-positive comets present in the growing MT plus-end [239].

4.3. Neuronal Migration

For the proper assembly of neural circuits, newly born neurons must migrate from their place of origin to their final location within the central nervous system. This event occurs during development and is maintained in specific areas in the adult brain [240]. It consists of the repetition of three synchronized steps:
(i).
The extension of a large cell protrusion known as the leading process;
(ii).
The translocation of the nucleus into the leading process. This event is preceded by the formation, at the proximal region of the leading process, of a cytoplasmic dilation known also as swelling;
(iii).
The retraction of the trailing process that allows the cell body to move forward in the direction of migration [241].
Perturbations in these sequential steps generate in humans cortical malformations such as lissencephaly, a set of rare brain disorders whereby the whole (agyria) or parts (pachigyria) of the surface of the brain appear smooth [242] and polymicrogyria, a condition characterized by the presence of many and smaller ridges or folds in the brain [243].
Neurons rely on the MT cytoskeleton to produce the traction force for the extension of the leading process and for soma translocation.
In CGC migrating in vitro and in ex vivo slice preparation, MTs radiate from the centrosome, extending anteriorly into the leading process and posteriorly around the nucleus, forming a cage structure that surrounds the nucleus [244,245] [Figure 4).
Experiments of fluorescence microscopy have revealed, in locomoting neurons, an enrichment of dynein at the swelling of the leading process, as well as a polar network of parallel MTs emanating from the centrosome with their plus-ends oriented toward the leading process [246]. At the swelling, dyneins are properly positioned to interact with plus-ends of MTs attached to the centrosome [246], raising the possibility that, by using their minus-end-directed activity, dyneins may exert a point of force on MTs, pulling them forward [246]. Under this driving force, the centrosome departs from the nucleus and moves into the swelling region; then, the nucleus funnels through the leading process and catches up with the centrosome (Figure 4).
According to this model, dynein inhibition or MT disruption by nocodazole treatment impairs the nucleus–centrosome coupling during the migration of cultured neurons [246,247].
Cytoplasmatic dyneins, together with Kinesin-1, have been also reported to be connected, via the LINC complex, to the nuclear envelope of in vitro-migrating CGC [248].
A recent high-resolution time-lapse observation revealed that in this type of neuron, the nucleus undergoes frequent rotation during migration. Moreover, live-cell imaging suggested that MTs in the perinuclear region have mixed polarity and dynamically attach to and detach from the nucleus [248]. This evidence supports the hypothesis that kinesin and dynein motors, by exerting transient forces to multiple points on the nuclear envelope, translocate forward to the nucleus when the net force acts on the center of mass or generates torque and drives nuclear rotation [248].
Consistent with a critical role of MTs and these motor proteins in neuronal migration, Kinesin-1 loss affects normal migration in vivo [245] and defects in the dynein heavy chain, which impair the dynein run length, disrupts neocortical lamination and neuronal migration in mice [249]. Furthermore, blocked MTs reduce nuclear transport during neuronal migration in vitro and abolish the movement of neurons throughout the brain [245].
In addition, LIS1 and DCX, a member of MAPs47, have been reported to assist nucleokinesis by regulating the coupling of the nucleus to the centrosome [247]. These proteins display adjacent localization in live migrating neurons, with LIS1 localizing mainly to the centrosome and DCX outlining MTs extending from the perinuclear cage intersecting the centrosome [247]. In humans, heterozygous mutations in LIS1 result in lissencephaly; moreover, mice with decreased levels of Lis1 exhibit dose-dependent disorganized cortical layers, hippocampus and olfactory bulb because of cell-autonomous neuronal migration defects [250].
DCX has also a role in MT stabilization by promoting bundles and suppressing catastrophes against shrinkage [251,252]. Furthermore, DCX influences MT structures and nucleation; indeed, in vitro experiments have demonstrated that MTs polymerized with DCX are composed of 13 protofilaments while those polymerized in the absence of DCX varied from 8 to 19 [253].
Mutations in DCX prevent neurons from migrating into the cortical plate [252]. Moreover, Dcx-deficient neurons have been shown to migrate in a disorganized manner, extending and retracting short branches [254]. Dcx deficiency also affects, in in vitro-migrating neurons, nuclear movement, decreasing swelling formation and impairing its dynamics [254].
Mutations in the DCX human gene predominantly cause lissencephaly in hemizygous males and subcortical band heterotopia, the ectopic positioning of neurons during cortex development with the formation of ectopic nodules, in heterozygous females [255,256].
A role of specific tubulins, most notably TUBA1A, TUBB2B, TUBB3 and TUBG1, have also been reported in neuronal migration [257,258,259,260,261].
TUBA1A is the most commonly affected gene in tubulinopathic patients. To date, more than 40 substitutions in the TUBA1A gene have been identified in humans and the majority of them cause the lissencephalic phenotype [262,263,264].
TUBA1A mutations affecting the R402 account for 30% of all reported mutations [261]. Structural analysis has shown that R402 amino acid is located close to the C-terminal of α-tubulin [265], and functional studies have reported that this residue is critical for the binding and the activity of multiple MAPs and molecular motors including dyneins, VAPB, REEP1, EZRIN and PRNP [261,266].
Recently, Aiken and colleagues have shown that R402C and R402H substitutions dominantly disrupt cortical neuronal migration during mouse brain development [261]. The authors demonstrated that R402 mutant tubulins fail to support the activity of dyneins in yeast and that, in these cells, the level of dynein impairment scales with the expression of R402 mutant tubulins, suggesting a “poisoning” mechanism in which mutant tubulins act dominantly by populating MTs [261].
Differently, the S140G missense mutation in Tuba1a identified in the hyperactive N-ethyl-N-nitrosourea-induced mutant mouse, which presents abnormalities in the laminar architecture of the hippocampus and cortex [267], impairs the speed and the direction during neuronal saltatory migration in vitro by affecting the conformation of α/β heterodimers and increasing the straightness of newly polymerized MTs [268]. The increase in MT straightness has been proposed to affect the nucleus-centrosome coupling during migration and to make MTs more sensitive to mechanical stress, potentially contributing to excessive neuronal branching.
The majority of TUBB2B mutations, and a small number of TUBB3 mutations, instead, has been associated with polymicrogyria [259], a malformation of cortical development in which the brain surface is irregular and the normal gyral pattern is replaced by an excessive number of small and partly fused gyri separated by shallow sulci [269].
Most of the TUBB2B mutations related to polymicrogyria impair the ability to form functional α/β-tubulin heterodimers [270]. Two mutations (E421K and D417N) have been reported to impair MT binding with motor proteins [271,272]; interestingly, the p.E421K substitution also causes congenital fibrosis of the extraocular muscles, which is compatible with a primary axonal dysinnervation and with the hypothesis that mutations affecting the binding with molecular motors can drive neurodegeneration as well [271].
Analogously to TUBB2 mutations, TUBB3 variants result, in vitro, in an inefficient α/β-tubulin heterodimer formation and in a subtle impairment of mutant TUBB3 ability to incorporate into the cytoskeleton [273].
Mutations in TUBG1 were identified in patients with pachygyria which can be in association with microcephaly (p.L387P, p.W92C and p. S259L) or laminar heterotopia (p.T331P) [33].
By using in utero electroporation, Ivanova and colleagues overexpressed TUBG1 variants in the knock-in Tubg1Y92C/+ mouse model, showing that substitutions in the TUBG1 gene affect neuronal positioning by disrupting neuronal migration without a major effect on progenitor proliferation [33]. At the molecular and cellular level, the authors also demonstrated that TUBG1 variants exert their pathogenicity by affecting MT dynamics (documented by evaluating the MT length and velocity of EB3 comets in HeLa cells and in patients’ primary fibroblasts) rather than centrosomal positioning.
Accordingly, in a previous work, Poirier and colleagues [258] showed that the expression of two of the variants (p.W92C and p.L387P) characterized by Ivanova et al. have a predominant impact on nuclear positioning and MT organization and dynamics in yeast cells [258]. Interestingly, at the molecular level, the authors also demonstrated that the p.L387P substitution drastically affects the chaperonin-dependent folding of TUBG1, compromising the yield of monomeric γ-tubulin [258].
In sum, among the previously described disorders related to neuronal migratory defects, the following neurodevelopmental alterations occur:
Cortical gyration disorder, which includes:
Lissencephaly, consisting of the absence (agyria) or incomplete development of the brain gyri or convolution (pachygyria), causing the brain’s surface to appear unusually smooth and caused by defects in in neuronal positioning and further differentiation. Mutations in LIS1 and DCX account for approximately 85% patients with lissencephaly [274]. Moreover, among tubulinopathies, pathogenic variants in TUBA1A have been most frequently associated with lissencephaly.
Polymicrogyria, a neurological condition that affects the development of the human brain through multiple small gyri (microgyri) creating excessive folding of the brain, leading to an abnormally thick cortex [255,256] and that develops between the late stage of neuronal migration and the early point of cortical organization [275,276]. This condition is predominantly associated with TUBB2B mutations and to a small set of TUBB3 substitution, among tubulinopathies.
Neuronal heterotopia, which consists of the development of neuronal populations in aberrant locations due to dysfunctional neuronal migration, and is mainly associated with DCX and TUBG1 genes.

5. Conclusions

MTs assist all morphogenetic and functional transitions occurring during neuronal development. They provide structural force to support complex neuronal structures and create routes for the transport of cargoes between these compartments. MTs also allow neuronal precursors to reach their place of maturation within the central nervous system, assisting nucleokinesis and allowing the extension of the leading process.
To fulfill all these specialized tasks, neuronal MTs need to be precisely controlled.
MT regulation occurs at multiple levels through the differential incorporation of tubulin isotypes into the MT lattice, their further diversification through the addition of PTMs, and lastly, through their interaction with multiple protein interactors. These modulations, by acting in a combinatorial manner, change as needed, both structural and physical parameters of MTs, adapting them to specific cellular functions.
The disruption of these regulations dramatically affects neuron functionalities and survival. Perturbations of the tubulin code, indeed, have been linked to a wide range of neurological diseases including ciliopathies, tubulinopathies and several neurodegenerative diseases such as Alzheimer’s and Parkinson’s.
In recent years, several therapeutic approaches have aimed to restore the proper functioning of the tubulin code, attempting both in vitro and in vivo models. Nevertheless, despite the advances in this field, the direct effects of the tubulin code on neuron behaviors are still not completely understood. Moreover, the mechanisms by which each drug works is still an area of intense speculation and further studies are necessary to understand their exact mechanisms of action and finely tune their effects on MTs.
Further studies aiming to understand how MTs are modulated during neuronal functions and how the tubulin code is compromised in neuronal diseases are needed: this is crucial to understand MT regulation and function in neuron physiology and physiopathology with the aim to improve current therapeutic strategies and set up innovative ones.

Author Contributions

R.Z., C.C. and A.S. wrote the manuscript. C.C., E.B. and A.S. participated in editing this manuscript. R.Z., C.C., E.B. and A.S. approved the final version for publication. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Italian Ministry of Health, Ricerca Finalizzata Giovani Ricercatori GR-2019-12370042, A.S.; Ricerca Finalizzata Giovani Ricercatori GR-2019-12368907, C.C.

Conflicts of Interest

The authors declare no conflict of interest.

Abbreviations

MTsMicrotubules
PTMsPost-translational modifications
+TIPSMT plus-end-tracking proteins
DRGCultured dorsal root ganglion
KLysine
ATAT1α-tubulin acetyltransferase 1
HDAC6Histone deacetylase 6
YTyrosine
VasohibinVASH
TTLTubulin tyrosine ligase
EGlutamate
CCPsCytosolic carboxypeptidases
MAPMT-associated protein
QGlutamine
TGTransglutaminase
SSerine
CCysteine
GGlycine
+TIPSPlus-end-tracking proteins
CLIP-170Cytoplasmic linker protein 170
CLIP-115Cytoplasmic linker protein 115
EBEnd-binding
MTOCMT-organizing center
DCXDoublecortin
RArginine

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Figure 1. Tubulin PTMs in different neuronal compartments. Tubulin acetylation, glutamylation, polyamination and detyrosination are elevated in the axon of neuron. These modifications are low in the distal axon and absent in the growth cone. Low levels of tyrosinated tubulin are detected in the axon. Tubulin tyrosination is mainly detected in the distal region of the axon and in the growth cone, consistent with the presence of highly dynamic MTs in these compartments. High level of tyrosinated tubulins and low level of glutamylated, acetylated, tyrosinated, detyrosinated and Δ2-tubulins are detected in dendrites. Labile and mainly tyrosinated populations of MTs are localized in dendritic spines. The figure has been created in “BioRender.com”.
Figure 1. Tubulin PTMs in different neuronal compartments. Tubulin acetylation, glutamylation, polyamination and detyrosination are elevated in the axon of neuron. These modifications are low in the distal axon and absent in the growth cone. Low levels of tyrosinated tubulin are detected in the axon. Tubulin tyrosination is mainly detected in the distal region of the axon and in the growth cone, consistent with the presence of highly dynamic MTs in these compartments. High level of tyrosinated tubulins and low level of glutamylated, acetylated, tyrosinated, detyrosinated and Δ2-tubulins are detected in dendrites. Labile and mainly tyrosinated populations of MTs are localized in dendritic spines. The figure has been created in “BioRender.com”.
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Figure 2. MT polarity and MT-interacting protein in different neuronal compartment. (A) In axon, MTs have uniform polarity, and more than 95% of MTs are aligned with their plus-ends pointing toward the tip of the axon. In dendrites instead, MTs have polarity. (B) In different neuronal compartment, the binding of MT-interacting proteins occurs on a subset of MTs labeled with specific PTMs. The plus-end-directed cargo transport of Kinesin-1 and Kinesin-3 occurs on acetylated and detyrosinated MTs in the axon. In this neuronal compartment, Kinesin-3 also interacts with polyglutamylated chains on the C-terminal domain of α-and β-tubulins. The severing enzymes katanin and spastin bind polyglutamylated MTs. Tau instead preferentially binds tubulins with moderate levels of glutamylation. In the distal axon, the DDB complex and the TIPs+ CLIP-170, CLIP-115 and p150 Glued selectively bind tyrosinated MTs. In dendrites, Kinesin-5 binds tyrosinated MTs while MAP2 interacts with MTs with low level of glutamylation.
Figure 2. MT polarity and MT-interacting protein in different neuronal compartment. (A) In axon, MTs have uniform polarity, and more than 95% of MTs are aligned with their plus-ends pointing toward the tip of the axon. In dendrites instead, MTs have polarity. (B) In different neuronal compartment, the binding of MT-interacting proteins occurs on a subset of MTs labeled with specific PTMs. The plus-end-directed cargo transport of Kinesin-1 and Kinesin-3 occurs on acetylated and detyrosinated MTs in the axon. In this neuronal compartment, Kinesin-3 also interacts with polyglutamylated chains on the C-terminal domain of α-and β-tubulins. The severing enzymes katanin and spastin bind polyglutamylated MTs. Tau instead preferentially binds tubulins with moderate levels of glutamylation. In the distal axon, the DDB complex and the TIPs+ CLIP-170, CLIP-115 and p150 Glued selectively bind tyrosinated MTs. In dendrites, Kinesin-5 binds tyrosinated MTs while MAP2 interacts with MTs with low level of glutamylation.
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Figure 3. MTs, their PTMs and interactor during neuronal morphogenesis. During axon initiation, MTs are pushed forward en masse by dyneins. MT massive translocation generates, on the cell membrane, the mechanical force underlying axon protrusion. In axon, MTs work like a structural backbone to support the axonal compartment. They are organized into aligned, densely packed bundles with their plus-end pointing away from the cell body that is stabilized by Tau. Tau also prevents MT fragmentation catalyzed by the MT-severing proteins katanin and spastin, which are recruited on glutamylated MTs. MTs act also as filters for the passage of molecular motors with axon-specific cargoes, such as Kinesin 1, which preferentially binds detyrosinated and acetylated MTs and transports the CRMP2–tubulin complex, thus promoting the incorporation of free tubulins into the ends of existing MTs. Tubulin polyamination also accumulates into the axon and protects MTs from depolymerization. Kinesin-5, 8 and 13 instead regulate axogenesis by limiting axonal growth. During growth cone pathfinding cytoplasmatic dyneins, dynactin and LIS1 promote MT advance into the growth cone, resisting buckling and collapsing caused by actin cytoskeleton. Kinesin 5 and 12, instead counterbalance the forces generated by cytoplasmic dyneins, opposing MT entry into the growth cone. During axon branching, short MTs are generated through the action of MT-severing enzymes katanin and spastin at newly forming branches and remodeled into branched structures by SSNA1. Axonal branch formation is also promoted by MAP7 which binds the acetylated and stable region of individual MTs, avoiding their dynamic plus-ends and preventing branch retraction. In dendrites, MTs have bidirectional orientation. Dendritic spines are transiently invaded by labile tyrosinated MTs which allow the Kif1A-mediated transport of synaptotagmin 4. The figure has been created in “BioRender.com”.
Figure 3. MTs, their PTMs and interactor during neuronal morphogenesis. During axon initiation, MTs are pushed forward en masse by dyneins. MT massive translocation generates, on the cell membrane, the mechanical force underlying axon protrusion. In axon, MTs work like a structural backbone to support the axonal compartment. They are organized into aligned, densely packed bundles with their plus-end pointing away from the cell body that is stabilized by Tau. Tau also prevents MT fragmentation catalyzed by the MT-severing proteins katanin and spastin, which are recruited on glutamylated MTs. MTs act also as filters for the passage of molecular motors with axon-specific cargoes, such as Kinesin 1, which preferentially binds detyrosinated and acetylated MTs and transports the CRMP2–tubulin complex, thus promoting the incorporation of free tubulins into the ends of existing MTs. Tubulin polyamination also accumulates into the axon and protects MTs from depolymerization. Kinesin-5, 8 and 13 instead regulate axogenesis by limiting axonal growth. During growth cone pathfinding cytoplasmatic dyneins, dynactin and LIS1 promote MT advance into the growth cone, resisting buckling and collapsing caused by actin cytoskeleton. Kinesin 5 and 12, instead counterbalance the forces generated by cytoplasmic dyneins, opposing MT entry into the growth cone. During axon branching, short MTs are generated through the action of MT-severing enzymes katanin and spastin at newly forming branches and remodeled into branched structures by SSNA1. Axonal branch formation is also promoted by MAP7 which binds the acetylated and stable region of individual MTs, avoiding their dynamic plus-ends and preventing branch retraction. In dendrites, MTs have bidirectional orientation. Dendritic spines are transiently invaded by labile tyrosinated MTs which allow the Kif1A-mediated transport of synaptotagmin 4. The figure has been created in “BioRender.com”.
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Figure 4. Overview of MT tasks during neuronal migration. (A) During neuronal migration, MTs radiate from the centrosome to extend anteriorly into the leading process and posteriorly around the nucleus, forming a cage structure that surrounds the nucleus. Dyneins are enriched at the swelling of the leading process, where they interact with the plus-end of MTs attached to the centrosome, pulling them forward using their minus-end directed activity. The centrosome is dragged by the dynein-dependent force into the swelling region; then, the nucleus funnels through the leading process and catches up with the centrosome. Dyneins and Kinesin1 are also connected to the nuclear envelope and, by exerting a transient MT-dependent force, steer nuclear rotation and forward translocation into the leading process. LIS1 and Doublecortin (DCX), instead, localize at the centrosome region and regulate the coupling of the nucleus to the centrosome. (B) In humans, mutations affecting the arginine (R) in position 402 of TUBA1A, dyneins and LIS1 disrupt the activity of cytoplasmic dyneins causing lissencephaly. Mutations in DCX instead impair MT stabilization and structure causing the lissencephalic phenotype. The majority of TUBB2B mutations and a small number of TUBB3 mutations are associated with polymicrogyria. These variants impair the formation of α/β-tubulin heterodimers or their incorporation into MTs. TUBG1 mutations affect MT dynamics and stabilization causing pachygyria in association with microcephaly or laminar heterotopia. The figure has been created in “BioRender.com”.
Figure 4. Overview of MT tasks during neuronal migration. (A) During neuronal migration, MTs radiate from the centrosome to extend anteriorly into the leading process and posteriorly around the nucleus, forming a cage structure that surrounds the nucleus. Dyneins are enriched at the swelling of the leading process, where they interact with the plus-end of MTs attached to the centrosome, pulling them forward using their minus-end directed activity. The centrosome is dragged by the dynein-dependent force into the swelling region; then, the nucleus funnels through the leading process and catches up with the centrosome. Dyneins and Kinesin1 are also connected to the nuclear envelope and, by exerting a transient MT-dependent force, steer nuclear rotation and forward translocation into the leading process. LIS1 and Doublecortin (DCX), instead, localize at the centrosome region and regulate the coupling of the nucleus to the centrosome. (B) In humans, mutations affecting the arginine (R) in position 402 of TUBA1A, dyneins and LIS1 disrupt the activity of cytoplasmic dyneins causing lissencephaly. Mutations in DCX instead impair MT stabilization and structure causing the lissencephalic phenotype. The majority of TUBB2B mutations and a small number of TUBB3 mutations are associated with polymicrogyria. These variants impair the formation of α/β-tubulin heterodimers or their incorporation into MTs. TUBG1 mutations affect MT dynamics and stabilization causing pachygyria in association with microcephaly or laminar heterotopia. The figure has been created in “BioRender.com”.
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Table 1. List of tubulin PTMs.
Table 1. List of tubulin PTMs.
ModificationSubstrate
Preference
versus β-tubulin)
SiteForward EnzymeReverse EnzymeFunctionEvolutionary ConservedDetected in NeuronReference
Acetylationα-tubulinLysine (K) 40α-tubulin acetyltransferase 1 (ATAT1)HDAC6, Sirt2Recruitment of motor proteins,
inhibition of MT depolymerization,
protection of MTs from mechanical breakage
YesYes[40,41,42,43,44,45,46,47,48]
Acetylationβ-tubulinK252SanUnknownInhibition of tubulin dimer incorporation into MTsUnknownNo[49]
Acetylationα-tubulinK394UnknownUnknownRegulation of MT stabilityUnknownYes[50]
Detyrosinationα-tubulinRemoval of C-terminal Tyrosine (Y)Vasohibin (VASH)1 and 2
Tubulin-tyrosine ligase (TTL)Inhibition of MT depolymerizationYesYes[51,52,53,54]
Δ2 deglutamylationα-tubulinRemoval of C-terminal Glutamate (E) of
detyrosinated MTs
Cytosolic carboxypeptidases
(CCPs)
No reverse reaction known MT stabilizationYesYes[54,55,56]
Polyglutamylationα- and β-tubulinAddition of γ-linked E to C-terminalTTLCCPsMT-associated protein (MAP) interactions, recruitment of motor proteins, regulation of trafficking,
recruitment of MT severing enzymes
YesYes[55,57,58,59,60,61,62,63,64,65,66,67]
Polyaminationβ-tubulinGlutamine (Q) 15Transglutaminase (TG) 1, 2, 3, 6No reverse reaction or enzymes knownMT stabilization form cold-induced depolymerizationUnknownYes[68]
Polyaminationα-tubulinQ31, Q128, Q133, Q256, Q285TG1, 2, 3, 6No reverse reaction or enzymes knownPutative role in MT lattice stabilizationUnknownYes[68,69]
Glycationα- and β-tubulinVarious
Nonenzymatic PTMNo reverse reaction knownInhibition of GTP-dependent tubulin polymerization UnknownYes[70,71]
Phosphorylation β-tubulin Serine (S)172CDK1UnknownInhibition of tubulin dimer incorporation into MTsUnknownNo[72]
Phosphorylation β-tubulin S172MNB/DYRK1UnknownMT dynamics and dendrite morphogenesisUnknownYes[73]
Phosphorylationα-tubulinUnidentified
residue within the carboxy-terminal
Syk UnknownInhibition of tubulin incorporation into MTsUnknownNo[74]
Phosphorylationα- and β-tubulinY residues (not identified)SrcUnknownUnknownUnknownNo[75]
Methylationα-tubulinK40SETD2 UnknownMT formationUnknownYes[76,77]
Sumoylationα-tubulinMultipleUnidentified
enzymes
UnknownReduction in interprotofilament interaction, promotion of MT catastrophe, inhibition of MT polymerizationUnknownYes[78,79,80]
Ubiquitinationα-tubulinMultipleParkinNo reverse reaction or enzymes knownMT degradationUnknownNo[81]
Palmitoylationα-tubulinCysteine (C) 376Unidentified
enzymes
No reverse reaction or enzymes knownInteractions with membranes and subcellular traffickingUnknownDetected on brain tubulin purified from rat brain [82,83,84]
Glycylationα- and β-tubulinAdd γ-linked Glycine (G) to C-terminal ETTL3, TTL8 No reverse reaction or enzymes knownAssembly of motile cilia and stability and maintenance of axonemes in sperm tails in Drosophila melanogasterYesNo[8,85,86,87,88]
Polyglycylationα- and β-tubulinAdd γ-linked GTTL10No reverse reaction or enzymes knownUnknownNot conserved in humansNo[85]
Table 2. List of MT-interacting protein and tubulin PTMs enhancing and inhibiting their binding to MTs.
Table 2. List of MT-interacting protein and tubulin PTMs enhancing and inhibiting their binding to MTs.
MT-Interacting ProteinNeuronal CompartmentRoleFunctionTubulin PTMS Enhancing MT BindingTubulin PTMS Inhibiting MT Binding Reference
Kinesin-1AxonMolecular motorAxonal transport
and axon outgrowth
Detyrosination and acetylation Tyrosination [100,119,133,134,135,136]
Kinesin-5DendritesMolecular motor Transport of minus-end distal MTs into dendrites
and regulation of dendritic MT polarity orientation
TyrosinationDetyrosination[120]
DDB complexTerminal axonMolecular motorAxonal transportTyrosination Detyrosination[123]
Kif1aAxonMolecular motorAxonal transport GlutamylationDeglutamylation to short E side chain[65]
MAP1ADendritesStructural MAPOrganization and maintenance of the neuronal MT networkHyperglutamylationDeglutamylation to shorten E side chain[128,137]
MAP2DendritesStructural MAPMT stabilization in dendritesModerate levels of polyglutamylation (one to three E units)High level of polyglutamylation (up to six E units)[138,139]
TauAxonStructural MAPMT stabilization, MT bundling, MT protection from severing enzymesModerate levels of polyglutamylation (one to three E units)High level of polyglutamylation (up to six E units)[138,140,141,142,143]
CLIP-170Distal neurite and growth coneTIPRegulation of MT dynamics TyrosinationDetyrosination[101,130]
CLIP-115DendritesTIPOrganelle translocationTyrosinationDetyrosination[130,144]
p150 GluedDistal neurite and growth coneTIPMT stability
and dynein-mediated axonal transport
TyrosinationDetyrosination[130,145]
SpastinAxon and axon branchesSevering enzymeControl of MT mass, axon branch formationLong glutamylated side chainsDetyrosination and
acetylation
[63,66,146,147,148]
Kif3CGrowth coneMolecular motorRegulation of MT dynamicsTyrosinationDetyrosination[149]
KataninAxon and axon branchesSevering enzymeControl of MT mass, axon branch formationLong E side chainsDetyrosination[66,109,150]
Table 3. List of different components of the tubulin code and their function during neuron maturation.
Table 3. List of different components of the tubulin code and their function during neuron maturation.
Neuronal Compartment Component of the Tubulin CodeFunctionReference
Axon MAPsTau MT bundling and nucleation,
protection of MTs from the activity of the MT-severing enzymes.
[141,142,143,225]
Motor proteinsDyneinPromotion of the forward movement of MTs in the nascent axon.[158]
Kinesin-1Transport of the CRMP2–tubulin complex
and MT sliding.
[135,170,171]
Kinesin-3Transport of phosphatidylinositol-triphosphate.[172]
Kinesin-5Suppression of the forward advancement of MT in the nascent axon.[173,174]
Kinesin-8MT instability.[175]
Kinesin-13MT instability.[176]
Tubulin PTMsα-tubulin acetylationMT stability;
recruitment of Kinesin-1 and Kif13B.
[44,45,46,177]
α-tubulin detyrosinationMT stability;
recruitment of Kinesin-1 and Kif13B.
[94,177]
Growth cone Dynein-associated factorLIS1Promotion of MT advancement in the growth cone.[162]
DynactinPromotion of MT advancement in the growth cone.[162]
Motor proteinsDyneinPromotion of MT advancement in the growth cone.[162]
Kinesin-5Opposition to MT entry into the growth cone.[181]
Kinesin-12Opposition to MT entry into the growth cone.[183]
Kinesin-2Regulation of MT dynamics and organization at the growth cone; recruitment of EB3 at the MT plus-end.[149]
Tubulin PTMsα-tubulin tyrosinationMT instability.[94]
Axon branchMAPsMAP7MT stabilization.[193,194,195]
SSNA1Remodeling of MTs into branched structures.[197]
MT-severing enzymesSpastinGeneration of MT fragments.[197]
Dendrite Motor proteinsKinesin-6Transport of minus-end MTs into nascent dendrites.[204,205]
Kinesin-12Transport of minus-end MTs into nascent dendrites.[206]
MAPsMAP2Neural-activity-dependent dendrite formation.[211]
Dendritic spineTubulin PTMsα-tubulin tyrosinationMT instability.[94]
Motor proteinsKif1aTransport of synaptotagmin 4.[224]
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Zocchi, R.; Compagnucci, C.; Bertini, E.; Sferra, A. Deciphering the Tubulin Language: Molecular Determinants and Readout Mechanisms of the Tubulin Code in Neurons. Int. J. Mol. Sci. 2023, 24, 2781. https://doi.org/10.3390/ijms24032781

AMA Style

Zocchi R, Compagnucci C, Bertini E, Sferra A. Deciphering the Tubulin Language: Molecular Determinants and Readout Mechanisms of the Tubulin Code in Neurons. International Journal of Molecular Sciences. 2023; 24(3):2781. https://doi.org/10.3390/ijms24032781

Chicago/Turabian Style

Zocchi, Riccardo, Claudia Compagnucci, Enrico Bertini, and Antonella Sferra. 2023. "Deciphering the Tubulin Language: Molecular Determinants and Readout Mechanisms of the Tubulin Code in Neurons" International Journal of Molecular Sciences 24, no. 3: 2781. https://doi.org/10.3390/ijms24032781

APA Style

Zocchi, R., Compagnucci, C., Bertini, E., & Sferra, A. (2023). Deciphering the Tubulin Language: Molecular Determinants and Readout Mechanisms of the Tubulin Code in Neurons. International Journal of Molecular Sciences, 24(3), 2781. https://doi.org/10.3390/ijms24032781

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