Abstract
Cell polarity is crucial in neurons, characterized by distinct axonal and dendritic structures. Neurons generally have one long axon and multiple shorter dendrites, marked by specific microtubule (MT)-associated proteins, e.g., MAP2 for dendrites and TAU for axons, while the scaffolding proteins AnkG and TRIM46 mark the axon-initial-segment. In tauopathies, such as Alzheimer’s disease (AD), TAU sorting, and neuronal polarity are disrupted, leading to MT loss. However, modeling and studying MTs in human neuronal cells relevant to the study of AD and TAU-related neurodegenerative diseases (NDD) is challenging. To study MT dynamics in human neurons, we compared two cell culture systems: SH-SY5Y-derived neurons (SHN) and induced pluripotent stem cell-derived neurons (iN). Using immunostaining and EB3-tdTomato time-lapse imaging, we found AnkG absent in SHN but present in iN, while TRIM46 was present in both. TAU and MAP2 showed axonal and dendritic enrichment, respectively, similar to mouse primary neurons. Both neuron types exhibited polarized MT structures, with unidirectional MTs in axons and bidirectional MTs in dendrites. Polymerization speeds were similar; however, iNs had more retrograde MT growth events, while SHN showed a higher overall number of growth events. Thus, SHN and iN are both suitable for studying neuronal cell polarity, with SHN being particularly suitable if the focus is not the AIS.
1 Introduction
TAU is a major microtubule-associated protein (MAP) in the human brain, where it contributes to microtubule (MT) stabilization and regulates MT dynamics. Normally, TAU is sorted and restricted mainly to the axon, where it is associated with MTs. In pathological conditions, it can dissociate from MTs, mislocalize into the somatodendritic compartment, and form insoluble aggregates, known as neurofibrillary tangles (NFTs). These NFTs are the hallmark lesions of tauopathies, which include Alzheimer’s disease (AD), frontotemporal dementia, atypical Parkinson’s syndromes like corticobasal degeneration, progressive supranuclear palsy, and other tauopathies [1,2]. Missorted TAU leads to or coincides with the breakdown of the MT system, compromised axonal transport, synaptic dysfunction, and neurodegeneration [3,4,5]. Much is known about the downstream effects of missorted TAU, but the upstream events that lead to TAU missorting or the mechanisms enabling physiological sorting under healthy conditions are poorly understood.
In the case of AD, we know that the loss of TAU’s MT-stabilizing function and its downstream effects constitute a distinct cause leading to neurodegeneration, aside from the toxic gain-of-function of TAU aggregates [6]. Besides AD, many other neurodegenerative diseases display the effects of a disrupted MT network – for example, intracellular protein aggregates disturb axonal transport in synucleinopathies, ALS or Huntington’s disease [7], and defects of motor proteins lead to intellectual disabilities [8]. Moreover, mutations in MT-related genes cause defective cell migration, as seen in lissencephaly, or hinder MT-cytoskeletal rearrangements during neuronal development, like in autism spectrum disorders [8,9,10].
Importantly, MTs in neurons have a particular organization that differs significantly from other cell types and also within the compartments of the neuron itself [11,12]. The minus end is anchored in the MTOC, which is classically the centrosome in most dividing eukaryotic cells. In spherical somatic cells, e.g., fibroblasts or unpolarized neuronal progenitors, MTs would classically grow out centrifugally from a central centrosome. In postmitotic neurons, the centrosome loses its function as an MTOC during development, and instead, the MTs grow out from Golgi outposts in dendrites or by non-centrosomal MTOC proteins, e.g., on behalf of augmin from pre-existing MTs or from the MAP CAMSAP2 at the proximal axon [13,14].
Aside from atypical growth origins, MTs have particular features differing between axons and dendrites, including their orientation, stability, bundling, and chemical tubulin modifications [12]. MTs in the axon are uniformly orientated with their plus end outwards, thus growing anterogradely from the soma, while MTs in the dendrite show a mixed polarity, with a varying fraction of anterograde and retrograde growing MTs depending on the species and neuronal cell type [15]. In the dendrite, anterograde MTs make up a portion of approximately 65% in mice in vivo [16], 11% in Drosophila [17], 55% in hippocampal rat neurons [18], and 85% in human [19]. The different orientation in axons and dendrites seems to be important for two mechanisms: (a) the uniform orientation of MTs in the axon is important for the axonal outgrowth and specification [18] and (b) the different polarity of MTs directly drives polarized cargo transport. Kinesin-driven cargo is directed towards the plus end and targeted primarily to the axon, whereas dynein-driven vesicles drive toward the minus end, preferentially on dendritic MTs [20,21]. This is important because the cargos themselves contain proteins that determine the axonal or dendritic fate, e.g., synaptic receptors for the axonal synapse.
Neuronal MT dynamics are being studied i.a. in primary neurons derived from rodents, the standard model for mammalian neurobiology in vitro. Unfortunately, human disease is only partially recapitulated in rodents and rodent-based human disease models, and there are notable differences in gene and protein sequences and isoform composition of disease-associated players, which is in particular true for TAU [22]. This makes it difficult to draw conclusions from rodent models, but primary human neurons are very rarely available (e.g., from abort material or from neurosurgically removed peripheral ganglia in case of injury) and unsuitable for research purposes. With biotechnological progress over the past two decades, inducible pluripotent stem cells (iPSCs) can now be differentiated into various types of human cells, including neurons and their numerous subtypes [23,24,25]. Somatic cells are genetically reprogrammed into pluripotent iPSCs, which can be transformed into neuronal precursor cells and finally neurons, by exposing them to external morphogens – a method called “directed differentiation” – or via genetic fating usually achieved by induced expression of a neurotransmitter driving differentiation into specific neuronal subtypes [26,27].
An alternative human neuronal cell system, besides induced pluripotent stem cell (iPSC)-derived neurons (iN), are secondary neuronal cell lines derived from neuronal tumors. An extensively used type is the human neuroblastoma cell line SH-SY5Y. Treatment of this cell line with several chemicals, including retinoic acid (RA), brain-derived neurotrophic factor (BDNF), neuronal growth factor, or others, results in the generation of excitatory neuronal cells [28,29,30,31]. SH-SY5Y cells can be differentiated within 2–3 weeks in cultures showing neuronal morphology and neuronal markers [30,32,33]. Undifferentiated SH-SY5Y neuroblastoma cells show catecholaminergic characteristics but during differentiation, they develop into neurons inheriting cholinergic, noradrenergic, and dopaminergic properties, of which all three neuronal subtypes are present in AD-affected loci [29,30]. As pre-mitotic cells, SH-SY5Y cells undergo cell division and can provide a vast quantity of neuronal cells for experimental arrays. Their differentiation is less time- and cost-consuming than those of iN and yields cultures of higher homogeneity and robustness.
Here, we set out to test MT dynamics in iN and SH-SY5Y-derived neurons (SHN) and in different neuronal subcompartments. We first tested proper neuronal compartmentalization, i.e., axodendritic development, axon-initial-segment (AIS) establishment, and polarized sorting of TAU and MAP2. We compared the efficiency of axonal sorting of TAU and MAP2, and expression of the AIS-marker proteins AnkG and TRIM46 in iN to SHN and the standard model of neurobiology, mouse primary neurons (mPN). We found that iN and SHN showed remarkably similar TAU sorting properties, which were also comparable to mPN, but SHN lacked expression of AnkG and showed reduced expression of TRIM46. We then investigated MT dynamics via EB3-live-imaging and found that i.a. MTs are orientated anterogradely in axons of both iN and SHN, but more retrogradely in iN dendrites. MT polymerization speed was much alike in the three subcompartments of SHN and iN, whereas in SHN, we observed generally more growth events. Conclusively, overall cell polarization and neuronal compartmentalization do take place in SHN and iN, but only iN express and enrich AnkG and TRIM46 at the AIS and their MT-dynamics appear more reminiscent of mature neurons.
2 Methods
2.1 Cell culture
2.1.1 Cultivation
Both SH-SY5Y cells and iPSCs followed a differentiation protocol into neuronal cell cultures with a duration of 2–3 weeks. Both cell models were cultivated in 6-well, 12-, and 24-well plates (VWR) or in imaging dishes (ibidi). Well plates have partly been equipped with coverslips (VWR) for microscopy experiments. If not stated otherwise, the amount of solutions and media was 2 ml for a well of a six-well plate, 1 ml for a well of a 12-well plate and 0.5 ml for a well of a 24-well plate. Media reagents were prewarmed at 37°C and cells were kept in a humidified incubator at 37°C with 5% CO2.
2.2 SY-SY5Y cultivation
Undifferentiated SH-SY5Y cells were cultivated in DMEM/F-12 GlutaMAX™ (# 10565-018, TFS) supplemented with 10% fetal bovine serum (FBS, Biochrom AG), and Antibiotic–Antimycotic (1X Anti/Anti, # 15240062, TFS) (referred to as SHM-10 medium) in uncoated T75 flasks (VWR). SHM-10 medium was changed twice per week and SH-SY5Y cells were passaged when reaching 80% confluence. For passaging cells were washed with phosphate-buffered saline (PBS, TFS), trypsinized (0.05% trypsin/EDTA, TFS) for 3–5 min, and centrifuged for 3 min at 1,000 × g. The cell pellet was re-suspended in 10 ml SHM-10 medium, diluted to 1:10, and seeded for further cultivation.
For differentiation, SH-SY5Y was seeded onto plates or imaging dishes, previously coated with 20 µg/ml poly-d-lysine in PBS. The PDL coating solution was added to the well plates and incubated for at least 3 h at 37°C. The coating solution was then discarded and wells were washed three times with Dulbecco’s phosphate-buffered saline (DPBS). For imaging experiments, glass coverslips (VWR) were placed into the wells (25 mm for a 6-well plate, 12 mm for a 24-well plate) before adding the coating solution. Seeding density was 8,000 or 5,500 cells/cm2 when seeding one, respectively, 2 days prior to the start of differentiation.
2.3 SH-SY5Y differentiation
SH-SY5Y cells were differentiated into SHN within 2 weeks performing sequential medium exchanges with the supplements RA and BDNF. SHM-10 medium was exchanged to SHM-10 with 10 μM of RA on days 0, 3, and 5. On day 7 of differentiation, SHM-10 + RA (Sigma-Aldrich) medium was removed, cells were washed once with DPBS and SHM-10 medium without FBS (referred to as “SHM-0”), supplemented with 10 ng/ml BDNF (Peprotech) was added. On day 10, another medium exchange with SHM-0 + BDNF was carried out. On day 14, cell medium was again changed to SHM-10 without supplements. Differentiation was finished at this point with a differentiation efficiency of about 75% and SHN could be used for further experiments. Cultivation continued in SHM-10 medium with medium exchange every 3 days.
2.4 Human iPSC (hiPSC)-derived neurons
hiPSCs were transformed into cultures of cortical glutamatergic neurons following a differentiation protocol, adapted from [26]. The used iPSC cell line WTC11 carries a Neurogenin 2 (Ngn2) transgene, inducible by doxycycline, a transcription factor that rapidly converts iPSCs into neurons (for detailed protocol including troubleshooting guide, see [34]).
2.4.1 iPSC cultivation
For routine cultivation, undifferentiated iPSC colonies were grown in cBrew with medium exchanges every 2–3 days on Geltrex-coated (TFS) 6-well plates. Plates were coated on the day of use with 200 μg/ml Geltrex for 30 min at 37°C. Habitually, certain iPSCs differentiated spontaneously before starting induced differentiation and were hence removed manually with a P200 pipette under a sterile hood. iPSCs were passaged when they reached a confluence of about 80%. For passaging, iPSCs were washed with PBS and dissociated with Versene (TFS) for 3–5 min. Versene was aspirated and 1 ml of cBrew was added. Then, the colonies were carefully detached with a cell scraper and the cell suspension was transferred to a 15 ml tube (Falcon). Cell clumps within the suspension were dissolved by trituration with a 5 ml Pasteur pipette. The cell suspension was diluted in cBrew to a routine passaging ratio of about 1:10. Additionally, Thiazovivin (Axon Med Chem) was added in a concentration of 1:5,000 to the cell suspension, which was then distributed to the culture wells. On the next day, the medium was changed to fresh cBrew without Thiazovivin. Cells would typically reach 80% confluency again after 3–4 days.
2.4.2 Differentiation of iPSCs into iN
iPSCs were transformed into cortical glutamatergic neuronal cultures following a 3-day pre-differentiation (d3 to d0), followed by a multiple-week-long differentiation (d0 to d21 or further) protocol. Three days before starting differentiation (d3), iPSCs were passaged onto Geltrex-coated plates. Cells were washed once with DPBS and then dissociated with Accutase (Merck). Cells were incubated in Accutase for 5–8 min at 37°C. Dissociation was stopped by adding 3 ml of DPBS, then cells were collected in a 15 ml tube (Falcon) and centrifuged for 5 min at 400 × g. The supernatant was discarded and the cell pellet was re-suspended in 1 ml of cBrew. iPSCs were diluted in a pre-differentiation medium, supplemented with Thiazovivin (1:5,000), and seeded in a density of 1.5–2 × 105 cells/cm2. The medium was changed on days 2 and 1 to a fresh pre-differentiation medium without Thiazovivin.
For differentiation (d0), pre-differentiating iPSCs were passaged onto PDL/Cultrex-coated plates. Plates were first coated with 20 μg/ml PDL in DBPS 1 day before the start of differentiation (d–1), incubated overnight at 37°C, washed once with DBPS, and then coated with 20 μg/ml Cultrex in DPBS for another hour (d0). Plates were used within 24 h and washed twice with DPBS before seeding the iPSCs.
For seeding, dissociation with Accutase, collection, and centrifugation were performed as described during the pre-differentiation, except for re-suspending the cell pellet in 1 ml of neuronal maturation medium (NMM), instead of using cBrew. Cells were diluted in NMM containing freshly added Geltrex (1:100) to reach a density of 0.5–0.8 × 106 cells/well and 2.5–4 × 106 cells/well in a 24-well plate and 6-well plate or imaging dish, respectively. Half of the amount of NMM was exchanged every weeks (d7, d14, d21) while iPSCs differentiated progressively into iN.
2.5 Media recipes/medium ingredients
Pre-differentiation medium:
KO DMEM/F-12
1× neuropan-2 supplement
1× non-essential amino acids
10 ng/ml BDNF
10 ng/ml NT-3
1.5 μg/ml laminin
2 μg/ml doxycycline
1× Antibiotic–antimycotic solution
NMM:
50% neurobasal medium
50% DMEM/F-12
0.5× neuropan-2 supplement
1× non-essential amino acids
0.5× B27 supplement
10 ng/ml BDNF
10 ng/ml NT-3
1.5 μg/ml laminin
2 μg/ml doxycycline
1× antibiotic–antimycotic solution
2.6 Transfection
SHN were transfected using the polymer-based PolyJet DNA transfection reagent (SignaGen) at d7 of differentiation. Transfection was performed according to the manufacturer’s protocol with the following modifications: prior to transfection, 1/2 of the conditioned medium was collected from each well and stored at 37°C with 5% CO2. For 1 well of a 24-well plate, 0.33 μg of plasmid DNA and 1 μl PolyJet reagent were separately mixed with 25 ml DMEM each, then joined, incubated for 10–15 min, and added dropwise to the culture medium. After 3 h, cells were washed once with DMEM and then cultivated in a previously collected medium filled up with fresh SHM-10. The transfection efficiency ranged widely depending on the used plasmid between 5 and 20%.
iN were transfected using the LipoStem transfection reagent (TFS) 2–4 days before experimental use, according to the manufacturer’s protocol. Prior to transfection, 1/2 of the conditioned medium was collected from each well and stored at 37°C with 5% CO2. For 1 well of a 24-well plate, 0.5 μg plasmid DNA was mixed with 25 μl of Opti-MEM (mix A) and 0.5 μl LipoStem was mixed with 25 µl DMEM (mix B). Mixes A and B were joined, incubated for 10 min, and added dropwise to the cell culture. After 24 h, cells were washed with warm KO-DMEM and cultivated in a previously collected medium filled up with fresh NMM.
2.7 Imaging methods
2.7.1 Immunofluorescence experiments
Cells were fixed with 3.7% formaldehyde (FA) in PBS. After incubation for 18 min, cells were stored in 55% (v/v) glycerol in PBS (storage solution) at −20°C for later analysis or washed three times with PBS for direct staining. For immunofluorescence staining, FA or storage solution was aspired and cells were washed three times in PBS. Cells were permeabilized and blocked in 5% BSA (Carl Roth) and 0.2% Triton X-100 (Carl Roth) in PBS for 10 min. Afterward, cells were washed once in PBS and then stained with primary antibodies at 4°C overnight. On the following day, coverslips were washed three times in PBS and incubated with the secondary antibody for 3 h. Finally, coverslips were washed three times with PBS and stained with Hoechst 33342 (NucBlue™, TFS) in PBS for another 25 min at room temperature. Cells were washed twice with deionized water and then mounted on objective slides with a Poly-Mount mounting medium (Polysciences). Mounted slides were dried for at least 24 h before imaging and kept at 4°C for long-term storage.
Antibodies used were Rabbit Anti-TRIM46 (Synaptic System), Mouse Anti-Ankyrin G (Neuromab), Chicken Anti-MAP2 (Abcam), and Rabbit Anti-TAU (SantaCruz).
2.7.2 Fluorescence microscopy
Microscopy images were taken with a widefield fluorescence microscope (Zeiss), equipped with an LED lamp (Colibri 7, Zeiss) and a fluorescence camera (Axiocam 503 mono, Zeiss). Images were acquired using the Zen imaging software (Blue pro, Zeiss). Images were taken with magnifications of 200×, 400×, or 630×, using 10×, 20×, and 40× objectives air based and the 63× objective with immersion oil (Immersol 518F, Zeiss). Exposure time and laser power were adjusted so that the fluorescence signal was not oversaturated. Within the same experiment, all images were taken with identical LED intensity and exposure time to ensure statistical comparability of the protein expression levels.
2.7.3 Live cell imaging
For investigation of MT dynamics by live imaging, SHN and iN were transfected with a plasmid expressing tdTomato-tagged EB3 (ptdTomato-EB3) following the transfection protocol described above and before [35,36]. SY5Y-cells were transfected on day 7 while iN were transfected on days 12–14 post-differentiation. Generally, the neurons expressed the EB3-tdTomato 2–3 days after transfection. The movement of fluorescently tagged EB3 particles was recorded with a Leica DMi8 S Platform microscope equipped with a Leica-DFC9000 fluorescence camera and the image acquisition software Las X Life Sciences (Leica Microsystems). The cells were continuously covered with a CO2 incubation unit and a microscope chamber to protect the cells from external light radiation and were left to accommodate 15 min before imaging. The time-lapse video was composed of images taken at a rate of 1 image per 2 s over a period of 2 min (for in-depth protocols, see also [35]).
2.8 qPCR
A quantitative RT-qPCR was performed to assess the expression of TRIM46 and AnkG in different cell types. Cells were harvested and lysed and total RNA was isolated using PureLink RNA Mini Kit (TFS). Reverse transcription into cDNA was carried out with ProtoScript II First Strand cDNA Synthesis Kit (NEB). Quantitative RT-qPCR was performed with SYBR green I (TFS) on the following cycling protocol: denaturation at 95°C for 10 s, annealing at 58.5°C for 30 s, and elongation at 68°C for 60 s, 30 cycles. The HPRT gene was used as a reference gene for relative quantification. Used primers were the following: TRIM46 Primer 1 (GCAGCTGCACAACAGGATTG) and Primer 2 (ATCATAGGCAAAGGTGCGCT); AnkG Primer 1 (GTCTGAGCAAAAGCAGGGAGA) and Primer 2 (ACCGTTCGCTGTTACGAGTG).
2.9 Data analysis
2.9.1 EB3 MT analysis
The acquired movie files were registered and exported with LasX Image acquisition software. The movie file was then analyzed with ImageJ/Fiji software (OpenSource) as follows: a 30 μm line region of interest (ROI) was drawn along the proximal axon and the dendrite, respectively, and a 50–200 μm line ROI along the distal axon (at least 400 μm away from soma) with the segmented line tool. The ImageJ plugin Kymograph Reslice Wide generated kymographs from the EB3 comets moving along this linear ROI, which were then read out for (comet number/30 μm/min), comet direction (anterograde/retrograde), and comet speed (μm/min). The comet speed was calculated from the gradient of the comet track in the kymograph. All experiments were conducted in 3 experimental replicates of 20–60 cells each. To compare EB3 dynamics in the different neuronal compartments, it was essential to distinguish axons from dendrites. Axons were distinguished from dendrites using established morphological characteristics (Bell et al., [32]; Tjiang and Zempel, [37]; Zempel et al., [38]), e.g., a constant small diameter, longer outgrowth than dendrites (>300 μm), and branching pattern of 90°. In case of uncertain morphological discrimination, we fixed the neurons after live imaging, re-identified the imaged cells on the gridded imaging chamber, and stained for TAU, MAP2, and AnkG/TRIM46 to ascertain that we analyzed/imaged the appropriate neuronal subcompartments (Figure 3c).
2.9.2 Axonal enrichment factor (AEF)
To quantify the enrichment of TAU and MAP2 in the axon, relative to the soma, we calculated an AEF (AEFTau, AEFMAP2). For both proteins, we measured the mean fluorescent intensity (MFI) in ROIs drawn in the soma (MFIS), the axon (MFIA) (>100 µm distal from the AIS), as well as in the empty space next to the soma (MFIbgS) and axon (MFIbgA), to normalize for background noise. The ROI in the soma was drawn, so it would not overlap with the nuclear signal. We subtracted MFIS – MFIbgS (=MFISoma) and MFIA–FIbgA (=MFIAxon) to exclude background fluorescent noise. Next, an axon-to-soma ratio was calculated, for TAU and MAP2 each (MFIAxon/MFISoma). Finally, to account for volume bias in the fluorescent intensities, we normalized the TAU/MAP2 axon-to-soma ratios to the axon-to-soma ratio of the randomly distributed volume markers tdTomato or GFP
![Figure 1
Polarized protein sorting of TAU and MAP2 in different neuronal cell systems: TAU is enriched in the axonal compartment with only little axonal presence of MAP2 in SHN, neurons derived from iPSCs (iN), and primary mouse neurons. Images and quantifications show different types of neurons as indicated stained with antibodies against TAU (K9JA) and MAP2 (chicken polyclonal), and merges. (a1–4) Representative images of SHN (a1), iN at 7 days post-differentiation (d7) (a2), iN at d21 (a3), and primary mouse neurons 9 days in vitro (DIV9) (a4), immuno-labeled with TAU (green), and MAP2 (red). (b) Quantification of the AEF of TAU and MAP2 in the investigated neuronal cell types. While MAP2 is only slightly enriched in the axon compared to soma in all cell types, axonal tau enrichment is strongest in iN and increases during maturation from ∼5-fold at d7 to ∼18-fold at d21. Axonal TAU enrichment is equally strong in mPN (∼15-fold) and moderately strong in SHN (∼9-fold, data for SHN obtained from Michael Bell-Simons from Bell et al. [32]). Analysis was done from 3 to 4 experimental replicates with 15–20 neurons each per cell type and age. Standard deviation indicated by error bars upwards (AEFTAU) for TAU and downwards (AEFMAP2) for MAP2. See Section 2 for a detailed calculation of AEF. Scale bar: 20 µm.](/document/doi/10.1515/biol-2022-1010/asset/graphic/j_biol-2022-1010_fig_001.jpg)
Polarized protein sorting of TAU and MAP2 in different neuronal cell systems: TAU is enriched in the axonal compartment with only little axonal presence of MAP2 in SHN, neurons derived from iPSCs (iN), and primary mouse neurons. Images and quantifications show different types of neurons as indicated stained with antibodies against TAU (K9JA) and MAP2 (chicken polyclonal), and merges. (a1–4) Representative images of SHN (a1), iN at 7 days post-differentiation (d7) (a2), iN at d21 (a3), and primary mouse neurons 9 days in vitro (DIV9) (a4), immuno-labeled with TAU (green), and MAP2 (red). (b) Quantification of the AEF of TAU and MAP2 in the investigated neuronal cell types. While MAP2 is only slightly enriched in the axon compared to soma in all cell types, axonal tau enrichment is strongest in iN and increases during maturation from ∼5-fold at d7 to ∼18-fold at d21. Axonal TAU enrichment is equally strong in mPN (∼15-fold) and moderately strong in SHN (∼9-fold, data for SHN obtained from Michael Bell-Simons from Bell et al. [32]). Analysis was done from 3 to 4 experimental replicates with 15–20 neurons each per cell type and age. Standard deviation indicated by error bars upwards (AEFTAU) for TAU and downwards (AEFMAP2) for MAP2. See Section 2 for a detailed calculation of AEF. Scale bar: 20 µm.
2.9.3 AnkG/TRIM46 enrichment factor
To quantify the localized enrichment of TRIM6 and AnkG (AIS-EFTRIM46, AIS-EFAnkG) at the beginning of the axon, a ratio between the peak fluorescence intensity (all values >70% of maximum value) and the baseline fluorescence intensities along the AIS (first 80 μm) was calculated. The peak intensity (y) was determined as the mean value of all values greater than 70% of the maximum fluorescence signal, along the peak zone of a certain length (x). The baseline intensity was determined as the mean value of all fluorescence intensities over the same distance of (x) μm at the end of the 80 μm ROI. AIS enrichment factor (AIS EF) was calculated from three experimental replicates for all cell types. Quantitative data for AIS plot profile (Figure 2b2, 3) and AIS enrichment factor of SHN and mPN (Figure 2c, second and third bars) were obtained from Michael Bell-Simons from Bell et al. [32] and replotted for comparison.
![Figure 2
AIS development in different neuronal cell systems shows classic AIS structure in iN and primary mouse neurons with marked AnkG and TRIM46 enrichment, in contrast to SHN with AnkG deficiency and moderate TRIM46 enrichment in the proximal axon. (a1–3) Representative images of iN at day 17 post-differentiation (d17) (a1), differentiated SHN (a2) and primary mouse neurons (mPN), 9 days in vitro (DIV9) (a3), immuno-labeled with AnkG (blue) and TRIM46 (green) and MAP2 (red) antibody. Note clear AIS staining in the proximal axon of iN and mPN, but absent AnkG staining and moderate TRIM46 staining in SHN. (b1–3) Fluorescence profiles of AnkG and TRIM46 staining in the proximal axon. Note that absolute values were normalized to a maximum of iN plot (b1, b2), or the maximum of primary neurons plot (b3). Data from B2 and B3 were obtained from Michael Bell-Simons for comparison [32]. The AIS profile appears typical for both AIS proteins in iN and mPN. In contrast, relatively low TRIM46 levels and negligible antibody labeling for AnkG in SHN. (c) AIS enrichment factor for AnkG (orange) and TRIM46 (green) in the three cell types. TRIM46 is much less locally enriched (∼1.6 fold) in SHN than in the other neuronal cell models. (d) qPCR of AnkG and TRIM46 mRNA levels reveal no AnkG expression, but increasing TRIM46 expression during differentiation in SH-SY5Y cells. Statistics: (b1–3) Analysis was done from 3 to 4 experimental replicates with 15–20 neurons each per cell type with a two-way analysis of variance with post hoc Sidak’s multiple comparisons. The alpha level is 0.05, and variance is between groups. Significance levels: *p < 0.05, **p < 0.01, ***p < 0.001. Standard deviation is indicated by area fill around line (b) or error bars (c). (d) Analysis was done from two experimental replicates per cell type with 3 technical replicates each.](/document/doi/10.1515/biol-2022-1010/asset/graphic/j_biol-2022-1010_fig_002.jpg)
AIS development in different neuronal cell systems shows classic AIS structure in iN and primary mouse neurons with marked AnkG and TRIM46 enrichment, in contrast to SHN with AnkG deficiency and moderate TRIM46 enrichment in the proximal axon. (a1–3) Representative images of iN at day 17 post-differentiation (d17) (a1), differentiated SHN (a2) and primary mouse neurons (mPN), 9 days in vitro (DIV9) (a3), immuno-labeled with AnkG (blue) and TRIM46 (green) and MAP2 (red) antibody. Note clear AIS staining in the proximal axon of iN and mPN, but absent AnkG staining and moderate TRIM46 staining in SHN. (b1–3) Fluorescence profiles of AnkG and TRIM46 staining in the proximal axon. Note that absolute values were normalized to a maximum of iN plot (b1, b2), or the maximum of primary neurons plot (b3). Data from B2 and B3 were obtained from Michael Bell-Simons for comparison [32]. The AIS profile appears typical for both AIS proteins in iN and mPN. In contrast, relatively low TRIM46 levels and negligible antibody labeling for AnkG in SHN. (c) AIS enrichment factor for AnkG (orange) and TRIM46 (green) in the three cell types. TRIM46 is much less locally enriched (∼1.6 fold) in SHN than in the other neuronal cell models. (d) qPCR of AnkG and TRIM46 mRNA levels reveal no AnkG expression, but increasing TRIM46 expression during differentiation in SH-SY5Y cells. Statistics: (b1–3) Analysis was done from 3 to 4 experimental replicates with 15–20 neurons each per cell type with a two-way analysis of variance with post hoc Sidak’s multiple comparisons. The alpha level is 0.05, and variance is between groups. Significance levels: *p < 0.05, **p < 0.01, ***p < 0.001. Standard deviation is indicated by area fill around line (b) or error bars (c). (d) Analysis was done from two experimental replicates per cell type with 3 technical replicates each.
3 Results
3.1 Successful establishment of neuronal cell polarity and TAU distribution in human neurons in vitro
In AD and related neurodegenerative tauopathies (neurodegenerative diseases [NDD]/tauopathy), cell polarity is impaired, reflected by TAU mislocalization into the somatodendritic compartment [39,40]. To have a better understanding of the cell culture systems, we first tested which human neuronal cell model is able to recapitulate neuronal cell polarity in terms of successful axonal targeting of TAU and somatodendritic retention of MAP2 similar to primary rodent neurons.
We differentiated SH-SY5Y cells to neurons (SHN) using our established protocol, which resulted in a relatively high yield of differentiated cells (∼75%), successful axodendritic polarization, and convincing TAU enrichment in the axon after 14 days of differentiation using RA and BDNF, as detailed previously [32,33]. We also differentiated our iN as established previously using doxycycline-dependent expression of Ngn2, resulting in a differentiation efficiency of >90%, axodendritic polarization, and successful TAU sorting [26,27] (Figure S1). Finally, we used the established standard model of mammalian neurobiology, mouse primary forebrain neurons, which shows excellent axonal targeting of endogenous TAU and even allows to discriminate subtle differences of axodendritic targeting of, e.g., different isoforms of pseudophosphorylated TAU [34,38,41].
We found that all neuron types investigated, after sufficient differentiation as appropriate and necessary (i.e., 14 days for human neurons, >7 days for murine neurons, for details, see [33,34]), developed axons and dendrites. When stained for the axonal marker TAU and the somatodendritic marker MAP2 and subsequently imaged via immunofluorescence microscopy (IF), we found that TAU was strongly enriched in the axons, but not MAP2, which remained largely in the soma and the dendrites (Figure 1a). Morphologically, dendrites were larger, both in diameter and length, in iN and primary neurons compared to SHN (Figure 1a). Quantification of the AEF, a measure of enrichment of a protein in the axon compared to the soma (see Section 2 for details) revealed that in all cell types, MAP2 is only slightly enriched in the axon compared to the soma, while TAU is distinctly enriched in the axon. Axonal TAU enrichment is strongest in iN and increases during maturation from ∼5-fold at day 7 after differentiation (d7) to ∼18-fold at d21. Axonal TAU enrichment is equally strong in mPN (∼15-fold) and moderately strong in SHN (∼9-fold). Nonetheless, this means that both SHN and iN show strong axonal enrichment of TAU, but not of MAP2, comparable to murine primary neurons, indicative of successful axodendritic development and establishment of neuronal cell polarity.
3.2 Pronounced enrichment of AnkG and TRIM46 in iN, but not in SH-SY5Y neurons
Next, we compared the AIS development in three neuronal cell systems: primary mouse neurons, iN, and SHN. We conducted AnkG and TRIM46 immunostainings and measured the fluorescent intensities, localization, and local enrichment using IF and calculation of the AIS enrichment factor (AIS-EF), as well as their mRNA amounts via qPCR. Both iN and primary neurons showed pronounced expression of AnkG as well as TRIM46 along the proximal axon and displayed the typical morphology of an AIS in IF (Figure 2). The length and location of their AIS, situated approximately 5–40 μm distal to the soma in the proximal axon, were identical: The proximal enrichment of AnkG (mPN: 9.7-fold, iPSC: 7.3-fold) and TRIM46 (mPN: 9.1-fold, iN: 7.8-fold) was pronounced in both mPN of age DIV9 and in iN at day 17 of differentiation. Moreover, the maximal AnkG and TRIM46 fluorescence were situated ±10 μm distally from the soma and had the same spatial distance of ±2 μm from each other in both cell models (Figure 2b; TRIM46 max. at 10.4 µm, AnkG max. at. 12.4 µm in mPN, TRIM46 max. at 11.8 μm, AnkG max. at. 13.8 μm in iN). In contrast, IF showed no immuno-labeling of AnkG in SHN. Nevertheless, TRIM46 was expressed in this cell line after differentiation, however, relatively moderate (Figure 2a2 and 2b2) in comparison to iN. Moreover, the local enrichment of TRIM46 (1.6-fold) was much less pronounced than in iN (7.8-fold) and primary neurons (9.1-fold) (Figure 2a and b, quantifications in Figure 2c). Secondary antibody control showed no unspecific binding (Figure S2).
To confirm the lower expression level of the AIS-related proteins in SHN, we conducted qPCR to assess the mRNA levels of TRIM46 and AnkG in iN, differentiated SHN, undifferentiated naive SH-SY5Y cells, and HEK cells. The HEK cells served as a negative control for qPCR since no expression of AIS proteins is expected in these cells derived from human embryonic kidney cells. In line with the findings from the IF, there was no expression of AnkG in undifferentiated, naive SH-SY5Y cells (<1% compared to iN). But notably, also AnkG mRNA levels in differentiated SHN were negligible (<1% compared to iN). However, we detected expression of TRIM46 in SHN, which augmented from 10.7% (naive) to 39.9% (differentiated neurons, both values compared to iN) during their differentiation, which is consistent with the moderate signal of TRIM46 in the immunostainings. As expected, we found no expression (<1% of iN) of neither AnkG nor TRIM46 in HEK cells (n = 1–2 experiments).
Taken together, these data demonstrate that iN develop an AIS, morphologically alike of that in primary mouse neurons. On the other hand, SHN only express TRIM46 in the axon upon neuronal differentiation but lack AnkG, which likely results in a differently organized AIS structure.
3.3 Anterograde MT orientation in axons of both iN and SHN, more retrograde MT orientation in iN dendrites, growth events in SHN
After observing the absence of a classic AIS, in terms of no detected AnkG expression and low TRIM46 levels, in SHN compared to iN, we investigated if this influences the MT dynamics, which are of great importance for neuronal polarization as well as the pathophysiology of AD and NDD in humans.
To investigate the dynamics and orientation of MTs in different compartments and cell types, we transfected both our human SHN and human iN with tdTomato-tagged EB3 on day 7, respectively, days 12–14 (Figure 3a–d) (Seq. S1). The protein EB3 binds to the plus tips of growing MTs and, when conjugated with a fluorescent protein like tdTomato, enables live-tracing of MT growth events on MT plus ends (Figure 3b). These moving EB3 accumulations appear as comet-like structures in the time-lapse recordings, whose direction, speed, and quantity can be read out from kymographs, generated from the time-lapse videos (Figure 3d) (Movie S1). Kymographs are imaging tools that visualize dynamic processes in biological systems by capturing time-lapse images along a specified axis. Each pixel represents a position and time, creating a two-dimensional graph where the x-axis denotes space and the y-axis indicates time. This technique is particularly effective for studying the movement of cellular structures along cytoskeletal elements, revealing insights into transport mechanisms and motility. We recorded and analyzed EB3 movements in the proximal axon, distal axon, and dendrites of the neurons on days 14–18 of differentiation when cell polarity is well-established. We used morphological characteristics and/or post-imaging immunostaining to distinguish axons from dendrites (see Section 2.9.1). While in both cell types identification of the axon is relatively simple (as the axon is smaller and constant in diameter, there are different branching patterns of axons and dendrites, and very different lengths of axons and dendrites as described before [32,37,38], we nonetheless fixed the cells, re-identified the imaged cells, and stained for TAU, MAP2, and ANKG/TRIM46 in initial experiments to ascertain that we analyzed/imaged the appropriate neuronal subcompartments (Figure 3c).

Similar speed of MT polymerization in both SHN and iN, but slightly more retrograde MT growth events in iN. Comparison of MT organization between proximal axon, distal axon, and dendrite in SHN and iN at days 14–18 of differentiation (d14–d18) by EB3 Live Imaging show axodendritic MT polarity. (a) Representative image of an iN transfected with pEB3-tdtomato. Dashed lines indicate the regions where EB3 comets were imaged within the neuron: proximal axon, dendrite, and distal axon (outside of image frame, at least 400 μm distal from soma). (b) Post-imaging: Representative image of a neuron fixed and immunolabeled with AnkG and MAP2 antibody after video recordings (see a). (c) Representative close-up time frame pictures of two oppositely moving EB3 comets (orange arrowhead = anterograde, blue arrowhead = retrograde) in the distal axon of an iN. (d) Representative kymographs derived from recordings of all three compartments in SHN and iN. The y-axis corresponds to time. The x-axis corresponds to the traveled distance. Upper row of kymographs for SHN and iN: original in B/W. Lower row of kymographs for SHN and iN: illustrative highlighting of comet trails declining lines (orange) represent anterograde comets and inclining lines (blue) represent retrograde comets. Scale bar: 10 μm. (e–g) Orientation, number, and growth rate of anterograde (orange) and retrograde (blue) comets in SHN and iN. (e) Comet direction indicates MT orientation. Note the higher proportion of retrograde comets in the dendritic compartment. (f) Number of moving comets represents a dynamic property of MTs. Note more growth events in the proximal compartments and in SH-SY5Y-d neurons. (g) Speed of moving comets represents the MT growth rate. Overall little deviation from the average growth rate of 12.5 μm/min. Statistics: a two-way analysis of variance and Tukey’s correction for multiple comparisons were performed to determine significance in (e) and (f). Significance levels: *p < 0.05, **p < 0.01, ***p < 0.001. (e) Error bars of the anterograde portion pointing downwards, and error bars of the retrograde portion pointing upwards.
Counting the EB3 comets, we found that in all cell compartments and in both cell types, the majority of MTs was orientated anterogradely (thus with the growing plus end directed to the periphery), represented by EB3 moving outwards from the soma; however, there were notable differences: In SHN, the proportion of anterograde comets was equally high in the proximal axon (94.9% ± 2.0) and distal axon (95.8% ± 0.8), whereas the proportion of anterograde comets was lower in the dendrites (79.8% ± 3.6). Consequently, the percentage of retrograde comets was ∼4–5 times higher in the dendrites (20.2% ± 3.6) than in the axonal compartments (proximal: 5.1% ± 2.0, distal: 4.2 ± 0.8%). A similar distribution was observed in iN, where anterograde comets accounted for 89.0% ± 4.1 in the proximal and 94.3% ± 1.3 in the distal axon of all moving comets. However, the proportion of anterograde comets in the dendrites (72.4 ± 3.4%) was even lower than in the dendrites of SHN, resulting in a significantly higher portion of retrograde comets (27.6% ± 4.7) compared to the other compartments and cell types (Figure 3d and e).
We also quantified the number of moving comets (comet number/30 μm/min), representing the amount of dynamic MTs and thus the overall growth dynamics (Figure 3f). Generally, in both cell models, the highest amount of total moving comets was observed in the dendrites (SHN: 6.0 ± 0.4, iN: 6.1 ± 2.6), followed by those in the proximal axon (SHN: 4.8 ± 1.0, iN: 4.3 ± 1.5) whereas the number of moving comets in the distal axon was significantly lower (SHN: 3.1 ± 0.7, iN: 1.9 ± 0.6). Strikingly, the number of moving comets in the SHN exceeded those in the iN in all three compartments for anterogradely moving comets, but not for retrogradely moving comets.
Finally, we analyzed the speed of the moving comets from the gradient of the comet traces within the kymographs (Figure 3g). The average speed of all moving comets was 12.9 ± 1.1 μm/min in SHN and 12.1 ± 1.1 μm/min in iN. Broadly, the average speed was similar between the two cell types and also between the different compartments, with differences of only 1–2 μm/min. In the SHN, comets moved fastest in the distal axon (14.1 ± 2.1 μm/min), whereas comets of iN had the highest speed (13.9 ± 1.1 μm/min) in the dendrites. Interestingly, the speed of anterograde comets was always ∼1–2 µm/min higher than the retrograde ones in both cell types with the exception of the dendritic compartment in iN, where retrograde comets moved faster than the anterograde ones. However, the differences appeared overall marginal and not statistically significant.
In summary, MTs in SHN and iN behaved remarkably similarly regarding orientation, dynamics, and speed of growth, but with a higher proportion of retrogradely moving comets particularly in iN dendrites.
4 Discussion
4.1 Neurons acquire axon formation and polarized TAU sorting without AnkG-organized AIS
In this study, we set out to evaluate whether and which type of polarized human neurons would be a suitable cell model to investigate compartment-specific MT dynamics, in order to test human model systems also for future studies in the context of axodendritic TAU (mis-)sorting, AD, and associated tauopathies/neurodegeneration (NDD). We used the SH-SY5Y cell line and neurons derived thereof (SHN), which are cost-efficient and which we had judged to be potentially suitable for TAU-based research [30,33], and iPSC that can be differentiated via doxycycline-induced expression of Ngn2 into forebrain neurons (iN), which are also valuable for studying, e.g., neuronal activity in disease settings, all of which we have described previously [27,42]. We used as a reference the standard model of cellular neurobiology, mouse primary neurons (mPN) [36,43].
We assessed if the three neuronal models acquired neuronal polarity, which includes the structural separation of axons and dendrites with compartment-specific enrichment of MAP2 in dendrites and TAU in axons (Figure 1). Our findings indicate that both SHN and iN models show strong axonal enrichment of TAU, comparable to murine primary neurons. Specifically, axonal TAU enrichment was strongest in iN, increasing from approximately 5-fold at day 7 to 18-fold at day 21 post-differentiation. This enrichment was equally strong in mPN (∼15-fold) and moderately strong in SHN (∼9-fold). These results suggest that both SHN and iN are suitable models for studying TAU sorting and neuronal polarity, with iN showing the highest degree of TAU enrichment.
Strikingly, architectural properties of axons and dendrites were obtained and axonal outgrowth occurred extensively not only in the AIS-positive iN and primary neurons but also in the AnkG-deficient SHN. Additionally, immunostainings for MAP2 and TAU revealed a clearly polarized distribution of the two proteins in all cell types. We also compared AIS development in iN, primary mouse neurons, and SHN, whereas the AIS composition was much alike in primary neurons and iN, we found that SHN did not express AnkG, but only TRIM46 in moderate amounts (Figure 2). Importantly, TRIM46 expression augmented during differentiation, which is in line with its reported role in initial neuronal polarization [18,44]. AnkG was reported to maintain neuronal polarity and gate the axonal identity [45,46,47], but SHN showed both axon formation as well as polarized protein sorting despite AnkG deficiency. This is in line with AnkG as the sole actor governing the axonal identity being questioned in various studies [18,32,48]. So what is the interaction and the role of TRIM46 and AnkG?
4.2 Functional crosstalk between AnkG and TRIM46
We found that while AnkG and TRIM46 are both involved in establishing neuronal polarity, they play distinct roles. TRIM46 appears to act earlier to initiate axon formation and polarized protein sorting, while AnkG is important for maintaining the axon-dendrite separation later in development [18]. Several lines of evidence suggest that TRIM46 can localize and function independently of AnkG at the axon initial segment (AIS): TRIM46 clusters at the proximal axon earlier than AnkG during development, with 70% of neurites in stage 2 neurons being TRIM46+/AnkG− [49]. In dorsal root ganglion (DRG) neurons that lack AnkG, TRIM46 is still confined to the proximal axon. AnkG knockdown in young hippocampal neurons caused only moderate mislocalization of TRIM46 from the proximal axon [50,51]. Treating mature hippocampal neurons with AnkG shRNA for over a week reduced TRIM46 levels by only 30% [52]. This suggests that TRIM46 may be recruited to the AIS by binding partners other than known AIS components like ankyrin, spectrins, or sodium channels. The data indicate that TRIM46 can autonomously localize to establish the initial MT organization and polarity at the nascent AIS, independent of AnkG.
A key finding is that axonal TAU enrichment correlates with the uniform MT orientation established by TRIM46, even in AnkG-deficient SHN. This could suggest that TAU axonal sorting depends on the MT lattice organization rather than a physical diffusion barrier at the AIS, as proposed previously [53]. Yet, TRIM46 may be sufficient to generate this polarized MT array conducive for axonal TAU sorting, independent of AnkG.
4.3 MT dynamics and impact of MT orientation on TAU sorting
MT dynamics, crucial for neuronal polarization and function, were investigated using EB3-comet tracking. Both SHN and iN showed an axodendritic polarity in MT orientation: while MTs were orientated anterogradely in 90–95% in axons of both SHN and iN, dendrites showed MTs of mixed polarity with only 70% (iN) to 80% (SHN) of MT plus-ends directed anterogradely. Importantly, this polarized organization occurred independently of AnkG, which is absent in SHN, supporting the hypothesis that TRIM46 is sufficient to establish axonal MT polarity [18,54]. The extent of MT reorientation from mixed/multipolar in stage 2 neurons to uniform in stage 3 axons matched previous reports in rodent neurons [55]. Recent investigations in iN displayed a similar trend: in unpolarized stage 2 neurons, 80% of MTs had anterograde orientation which increased to 90% in axons of stage 3 neurons. The fraction of plus-end-out MTs in the dendrites decreased from 80% to 60% in stage 3 neurons [19]. The higher proportion of retrograde dendritic MTs in iN in comparison to SHN could thus hint towards a higher grade of maturity, consistent with structural differences between the two neuronal cultures. Nevertheless, both SH-SY5Y and iN show the MT cytoskeleton of a polarized neuron.
Can we now hypothesize that axonal TAU sorting depends on uniform MT orientation in the axon? Indeed, polarized protein sorting correlated with MT directionality in iN and SHN. In both neurons, MAP2 accumulated in regions with mixed MT polarity, whereas TAU was enriched in axons with unidirectional MTs. Consistently, TAU was distributed evenly throughout unpolarized stage 2 iN (correlating well to our d7 iNs), which have multipolar MTs in their developing neurites [19]. Hence, axonal MT orientation may drive anterograde TAU mobility, e.g., as suggested previously by kinesin motors [56]. Additionally, MT properties – orientation, PTM, spacing – in the AIS may enforce TAU binding and thereby a diffusional gradient of soluble TAU from the soma to the axon [57]. Contrarily, MAP2 might be unable to couple to axonal MT motors, as described for other somatodendritic cargo [58], and therefore be hindered to drive along axonal MTs. It is thus possible that differential MT orientation in axons and dendrites drives polarized protein sorting by selective acquisition of motors. These results would be compatible both with TAU being simply an MT binder, but also with a functional role of TAU modifying MT liability as proposed previously [59].
4.4 Differences in MT dynamics in different model systems
Interestingly, SHN exhibited more growth events in all compartments compared to iN, indicating higher overall MT dynamics. This might be due to a higher immaturity of SHN. The speed of EB3 comets was consistent among the compartments as well as among the two cell models, with an average speed of 12.1 μm/min in SHN and 12.9 μm/s in iN. Anterograde growth events were slightly faster than retrograde, except for dendritic MTs in iN. Brown-Handerson et al. reviewed MAPs that regulate MT growth, i.e., catastrophe frequency, and rescue frequency and also growth speed. The differential composition of accelerating MAPs on plus and minus tips may result in a faster growth rate of anterograde MTs. Indeed, Jakobs et al. propose that faster polymerization of anterograde MTs contributes to uniform MT orientation in the axon [60]. Nevertheless, as the polymerization rate is not significantly faster in axons than in dendrites (here and elsewhere [19,60,61]), the extensive outgrowth and specification of the axon likely results from differential MT orientation, reduced catastrophe frequency, or increased rescue frequency – as mediated by for TRIM46 [44] – and not by faster growth rates. Consistently, silencing of TRIM46 does not decrease the MT polymerization rate but the portion of anterograde MTs and thereby axonal outgrowth [62].
Interestingly, growth speed in human neurons was substantially faster than in numerous other neurons observed in former studies, e.g., 0.12 μm/s (7 μm/min) in Drosophila dendrites [63], 5 μm/min in axons of Drosophila [60], 0.1 μm/s (6 μm/min) in Caenorhabditis elegans [64], 0.1 μm/s (6 μm/min) in cortical mouse neurons [16], or 0.08 μm/s (4.8 μm/min) [62], respectively, and 0.2–0.3 μm/s (13–19 μm/min) in hippocampal rat cultures [61]. Importantly, the growth rate appears not related to the fluorescent + TIP used. Thus, these differences could hint toward species-dependent regulation of MT growth: possibly, MT polymerization is regulated faster in humans, since MTs have to accomplish a much longer neurite growth than in neurons of rodents or non-vertebrates.
Additionally, we investigated the absolute number of MT growth events within a defined distance of 30 µm along the neurites. Both in SHN and iN, we observed most MT growth events in the dendrites, followed by the proximal axon, and least in the distal axon (Figure 3). This can be explained either by a higher density of MT in the dendrites or alternatively by a greater number of dynamic MTs compared to stable MTs in dendrites, as reported before [19].
How neurons establish a polarized MT network is a broadly debated question in neurobiology. Likely a combination of parallel bundling by TRIM46, local MT nucleation sites, translocation of anterograde and retrograde MTs, de novo MT generation from pre-existing MTs, differential growth behaviors of anterograde and retrograde MTs controlled by associated MAPs, is responsible for unipolar MTs in axons. We can now hypothesize that besides axonal outgrowth and neuronal transport, polarized MT orientation is essential for axonal TAU sorting, but further studies are needed to elucidate the regulators of MT polymerization and its impact on TAU sorting in humans.
5 Conclusion
In sum, in this study, we show that while SHN compared to iN lack a proper AIS as defined by the presence of AnkG, axonal targeting of TAU and axodendritic MT polarization is comparable, making both human neuron cell culture types suitable for studying neuronal cell polarity and further understanding of MT-related features. This holds true in particular for SHN, if the focus is not the AIS. Finally, to assess both the influence of the AIS and MT-associated factors on TAU sorting, iN are the more appropriate model to gain a holistic understanding of pathomechanisms in AD/NDD and associated dysfunction of neuronal cell polarity.
Acknowledgments
We thank Jennifer Klimek for their excellent technical assistance. Stem cell work was performed at the iPSC-lab of the CMMC (Cologne, Germany). We are grateful for instrumental help with the revision of this manuscript by Hanin Chmes (supported by a stipend of the DAAD), who prepared the supplemental materials and helped with the revision of the manuscript.
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Funding information: Helen Breuer was supported via a stipend from the Koeln Fortune Program/Faculty of Medicine, University of Cologne, and Michael Bell-Simons was supported via a stipend from the Deutsche Studienstiftung. This work was supported by a DFG-grant to Hans Zempel. Open access was supported via open-access funding from the DFG/GRC issued to the University of Cologne.
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Author contributions: HB: experimental conduct, data acquisition, analysis, interpretation, and manuscript drafting. MB: methodology development, data interpretation. HZ: study design, data interpretation, and manuscript drafting.
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Conflict of interest: Authors state no conflict of interest.
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Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
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- Brucella infection combined with Nocardia infection: A case report and literature review
- Detection of serum interleukin-18 level and neutrophil/lymphocyte ratio in patients with antineutrophil cytoplasmic antibody-associated vasculitis and its clinical significance
- Ang-1, Ang-2, and Tie2 are diagnostic biomarkers for Henoch-Schönlein purpura and pediatric-onset systemic lupus erythematous
- PTTG1 induces pancreatic cancer cell proliferation and promotes aerobic glycolysis by regulating c-myc
- Role of serum B-cell-activating factor and interleukin-17 as biomarkers in the classification of interstitial pneumonia with autoimmune features
- Effectiveness and safety of a mumps containing vaccine in preventing laboratory-confirmed mumps cases from 2002 to 2017: A meta-analysis
- Low levels of sex hormone-binding globulin predict an increased breast cancer risk and its underlying molecular mechanisms
- A case of Trousseau syndrome: Screening, detection and complication
- Application of the integrated airway humidification device enhances the humidification effect of the rabbit tracheotomy model
- Preparation of Cu2+/TA/HAP composite coating with anti-bacterial and osteogenic potential on 3D-printed porous Ti alloy scaffolds for orthopedic applications
- Aquaporin-8 promotes human dermal fibroblasts to counteract hydrogen peroxide-induced oxidative damage: A novel target for management of skin aging
- Current research and evidence gaps on placental development in iron deficiency anemia
- Single-nucleotide polymorphism rs2910829 in PDE4D is related to stroke susceptibility in Chinese populations: The results of a meta-analysis
- Pheochromocytoma-induced myocardial infarction: A case report
- Kaempferol regulates apoptosis and migration of neural stem cells to attenuate cerebral infarction by O‐GlcNAcylation of β-catenin
- Sirtuin 5 regulates acute myeloid leukemia cell viability and apoptosis by succinylation modification of glycine decarboxylase
- Apigenin 7-glucoside impedes hypoxia-induced malignant phenotypes of cervical cancer cells in a p16-dependent manner
- KAT2A changes the function of endometrial stromal cells via regulating the succinylation of ENO1
- Current state of research on copper complexes in the treatment of breast cancer
- Exploring antioxidant strategies in the pathogenesis of ALS
- Helicobacter pylori causes gastric dysbacteriosis in chronic gastritis patients
- IL-33/soluble ST2 axis is associated with radiation-induced cardiac injury
- The predictive value of serum NLR, SII, and OPNI for lymph node metastasis in breast cancer patients with internal mammary lymph nodes after thoracoscopic surgery
- Carrying SNP rs17506395 (T > G) in TP63 gene and CCR5Δ32 mutation associated with the occurrence of breast cancer in Burkina Faso
- P2X7 receptor: A receptor closely linked with sepsis-associated encephalopathy
- Probiotics for inflammatory bowel disease: Is there sufficient evidence?
- Identification of KDM4C as a gene conferring drug resistance in multiple myeloma
- Microbial perspective on the skin–gut axis and atopic dermatitis
- Thymosin α1 combined with XELOX improves immune function and reduces serum tumor markers in colorectal cancer patients after radical surgery
- Highly specific vaginal microbiome signature for gynecological cancers
- Sample size estimation for AQP4-IgG seropositive optic neuritis: Retinal damage detection by optical coherence tomography
- The effects of SDF-1 combined application with VEGF on femoral distraction osteogenesis in rats
- Fabrication and characterization of gold nanoparticles using alginate: In vitro and in vivo assessment of its administration effects with swimming exercise on diabetic rats
- Mitigating digestive disorders: Action mechanisms of Mediterranean herbal active compounds
- Distribution of CYP2D6 and CYP2C19 gene polymorphisms in Han and Uygur populations with breast cancer in Xinjiang, China
- VSP-2 attenuates secretion of inflammatory cytokines induced by LPS in BV2 cells by mediating the PPARγ/NF-κB signaling pathway
- Factors influencing spontaneous hypothermia after emergency trauma and the construction of a predictive model
- Long-term administration of morphine specifically alters the level of protein expression in different brain regions and affects the redox state
- Application of metagenomic next-generation sequencing technology in the etiological diagnosis of peritoneal dialysis-associated peritonitis
- Clinical diagnosis, prevention, and treatment of neurodyspepsia syndrome using intelligent medicine
- Case report: Successful bronchoscopic interventional treatment of endobronchial leiomyomas
- Preliminary investigation into the genetic etiology of short stature in children through whole exon sequencing of the core family
- Cystic adenomyoma of the uterus: Case report and literature review
- Mesoporous silica nanoparticles as a drug delivery mechanism
- Dynamic changes in autophagy activity in different degrees of pulmonary fibrosis in mice
- Vitamin D deficiency and inflammatory markers in type 2 diabetes: Big data insights
- Lactate-induced IGF1R protein lactylation promotes proliferation and metabolic reprogramming of lung cancer cells
- Meta-analysis on the efficacy of allogeneic hematopoietic stem cell transplantation to treat malignant lymphoma
- Mitochondrial DNA drives neuroinflammation through the cGAS-IFN signaling pathway in the spinal cord of neuropathic pain mice
- Application value of artificial intelligence algorithm-based magnetic resonance multi-sequence imaging in staging diagnosis of cervical cancer
- Embedded monitoring system and teaching of artificial intelligence online drug component recognition
- Investigation into the association of FNDC1 and ADAMTS12 gene expression with plumage coloration in Muscovy ducks
- Yak meat content in feed and its impact on the growth of rats
- A rare case of Richter transformation with breast involvement: A case report and literature review
- First report of Nocardia wallacei infection in an immunocompetent patient in Zhejiang province
- Rhodococcus equi and Brucella pulmonary mass in immunocompetent: A case report and literature review
- Downregulation of RIP3 ameliorates the left ventricular mechanics and function after myocardial infarction via modulating NF-κB/NLRP3 pathway
- Evaluation of the role of some non-enzymatic antioxidants among Iraqi patients with non-alcoholic fatty liver disease
- The role of Phafin proteins in cell signaling pathways and diseases
- Ten-year anemia as initial manifestation of Castleman disease in the abdominal cavity: A case report
- Coexistence of hereditary spherocytosis with SPTB P.Trp1150 gene variant and Gilbert syndrome: A case report and literature review
- Utilization of convolutional neural networks to analyze microscopic images for high-throughput screening of mesenchymal stem cells
- Exploratory evaluation supported by experimental and modeling approaches of Inula viscosa root extract as a potent corrosion inhibitor for mild steel in a 1 M HCl solution
- Imaging manifestations of ductal adenoma of the breast: A case report
- Gut microbiota and sleep: Interaction mechanisms and therapeutic prospects
- Isomangiferin promotes the migration and osteogenic differentiation of rat bone marrow mesenchymal stem cells
- Prognostic value and microenvironmental crosstalk of exosome-related signatures in human epidermal growth factor receptor 2 positive breast cancer
- Circular RNAs as potential biomarkers for male severe sepsis
- Knockdown of Stanniocalcin-1 inhibits growth and glycolysis in oral squamous cell carcinoma cells
- The expression and biological role of complement C1s in esophageal squamous cell carcinoma
- A novel GNAS mutation in pseudohypoparathyroidism type 1a with articular flexion deformity: A case report
- Predictive value of serum magnesium levels for prognosis in patients with non-small cell lung cancer undergoing EGFR-TKI therapy
- HSPB1 alleviates acute-on-chronic liver failure via the P53/Bax pathway
- IgG4-related disease complicated by PLA2R-associated membranous nephropathy: A case report
- Baculovirus-mediated endostatin and angiostatin activation of autophagy through the AMPK/AKT/mTOR pathway inhibits angiogenesis in hepatocellular carcinoma
- Metformin mitigates osteoarthritis progression by modulating the PI3K/AKT/mTOR signaling pathway and enhancing chondrocyte autophagy
- Evaluation of the activity of antimicrobial peptides against bacterial vaginosis
- Atypical presentation of γ/δ mycosis fungoides with an unusual phenotype and SOCS1 mutation
- Analysis of the microecological mechanism of diabetic kidney disease based on the theory of “gut–kidney axis”: A systematic review
- Omega-3 fatty acids prevent gestational diabetes mellitus via modulation of lipid metabolism
- Refractory hypertension complicated with Turner syndrome: A case report
- Interaction of ncRNAs and the PI3K/AKT/mTOR pathway: Implications for osteosarcoma
- Association of low attenuation area scores with pulmonary function and clinical prognosis in patients with chronic obstructive pulmonary disease
- Long non-coding RNAs in bone formation: Key regulators and therapeutic prospects
- The deubiquitinating enzyme USP35 regulates the stability of NRF2 protein
- Neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio as potential diagnostic markers for rebleeding in patients with esophagogastric variceal bleeding
- G protein-coupled receptor 1 participating in the mechanism of mediating gestational diabetes mellitus by phosphorylating the AKT pathway
- LL37-mtDNA regulates viability, apoptosis, inflammation, and autophagy in lipopolysaccharide-treated RLE-6TN cells by targeting Hsp90aa1
- The analgesic effect of paeoniflorin: A focused review
- Chemical composition’s effect on Solanum nigrum Linn.’s antioxidant capacity and erythrocyte protection: Bioactive components and molecular docking analysis
- Knockdown of HCK promotes HREC cell viability and inner blood–retinal barrier integrity by regulating the AMPK signaling pathway
- The role of rapamycin in the PINK1/Parkin signaling pathway in mitophagy in podocytes
- Laryngeal non-Hodgkin lymphoma: Report of four cases and review of the literature
- Clinical value of macrogenome next-generation sequencing on infections
- Overview of dendritic cells and related pathways in autoimmune uveitis
- TAK-242 alleviates diabetic cardiomyopathy via inhibiting pyroptosis and TLR4/CaMKII/NLRP3 pathway
- Hypomethylation in promoters of PGC-1α involved in exercise-driven skeletal muscular alterations in old age
- Profile and antimicrobial susceptibility patterns of bacteria isolated from effluents of Kolladiba and Debark hospitals
- The expression and clinical significance of syncytin-1 in serum exosomes of hepatocellular carcinoma patients
- A histomorphometric study to evaluate the therapeutic effects of biosynthesized silver nanoparticles on the kidneys infected with Plasmodium chabaudi
- PGRMC1 and PAQR4 are promising molecular targets for a rare subtype of ovarian cancer
- Analysis of MDA, SOD, TAOC, MNCV, SNCV, and TSS scores in patients with diabetes peripheral neuropathy
- SLIT3 deficiency promotes non-small cell lung cancer progression by modulating UBE2C/WNT signaling
- The relationship between TMCO1 and CALR in the pathological characteristics of prostate cancer and its effect on the metastasis of prostate cancer cells
- Heterogeneous nuclear ribonucleoprotein K is a potential target for enhancing the chemosensitivity of nasopharyngeal carcinoma
- PHB2 alleviates retinal pigment epithelium cell fibrosis by suppressing the AGE–RAGE pathway
- Anti-γ-aminobutyric acid-B receptor autoimmune encephalitis with syncope as the initial symptom: Case report and literature review
- Comparative analysis of chloroplast genome of Lonicera japonica cv. Damaohua
- Human umbilical cord mesenchymal stem cells regulate glutathione metabolism depending on the ERK–Nrf2–HO-1 signal pathway to repair phosphoramide mustard-induced ovarian cancer cells
- Electroacupuncture on GB acupoints improves osteoporosis via the estradiol–PI3K–Akt signaling pathway
- Renalase protects against podocyte injury by inhibiting oxidative stress and apoptosis in diabetic nephropathy
- Review: Dicranostigma leptopodum: A peculiar plant of Papaveraceae
- Combination effect of flavonoids attenuates lung cancer cell proliferation by inhibiting the STAT3 and FAK signaling pathway
- Renal microangiopathy and immune complex glomerulonephritis induced by anti-tumour agents: A case report
- Correlation analysis of AVPR1a and AVPR2 with abnormal water and sodium and potassium metabolism in rats
- Gastrointestinal health anti-diarrheal mixture relieves spleen deficiency-induced diarrhea through regulating gut microbiota
- Myriad factors and pathways influencing tumor radiotherapy resistance
- Exploring the effects of culture conditions on Yapsin (YPS) gene expression in Nakaseomyces glabratus
- Screening of prognostic core genes based on cell–cell interaction in the peripheral blood of patients with sepsis
- Coagulation factor II thrombin receptor as a promising biomarker in breast cancer management
- Ileocecal mucinous carcinoma misdiagnosed as incarcerated hernia: A case report
- Methyltransferase like 13 promotes malignant behaviors of bladder cancer cells through targeting PI3K/ATK signaling pathway
- The debate between electricity and heat, efficacy and safety of irreversible electroporation and radiofrequency ablation in the treatment of liver cancer: A meta-analysis
- ZAG promotes colorectal cancer cell proliferation and epithelial–mesenchymal transition by promoting lipid synthesis
- Baicalein inhibits NLRP3 inflammasome activation and mitigates placental inflammation and oxidative stress in gestational diabetes mellitus
- Impact of SWCNT-conjugated senna leaf extract on breast cancer cells: A potential apoptotic therapeutic strategy
- MFAP5 inhibits the malignant progression of endometrial cancer cells in vitro
- Major ozonated autohemotherapy promoted functional recovery following spinal cord injury in adult rats via the inhibition of oxidative stress and inflammation
- Axodendritic targeting of TAU and MAP2 and microtubule polarization in iPSC-derived versus SH-SY5Y-derived human neurons
- Differential expression of phosphoinositide 3-kinase/protein kinase B and Toll-like receptor/nuclear factor kappa B signaling pathways in experimental obesity Wistar rat model
- The therapeutic potential of targeting Oncostatin M and the interleukin-6 family in retinal diseases: A comprehensive review
- BA inhibits LPS-stimulated inflammatory response and apoptosis in human middle ear epithelial cells by regulating the Nf-Kb/Iκbα axis
- Role of circRMRP and circRPL27 in chronic obstructive pulmonary disease
- Investigating the role of hyperexpressed HCN1 in inducing myocardial infarction through activation of the NF-κB signaling pathway
- Characterization of phenolic compounds and evaluation of anti-diabetic potential in Cannabis sativa L. seeds: In vivo, in vitro, and in silico studies
- Quantitative immunohistochemistry analysis of breast Ki67 based on artificial intelligence
- Ecology and Environmental Science
- Screening of different growth conditions of Bacillus subtilis isolated from membrane-less microbial fuel cell toward antimicrobial activity profiling
- Degradation of a mixture of 13 polycyclic aromatic hydrocarbons by commercial effective microorganisms
- Evaluation of the impact of two citrus plants on the variation of Panonychus citri (Acari: Tetranychidae) and beneficial phytoseiid mites
- Prediction of present and future distribution areas of Juniperus drupacea Labill and determination of ethnobotany properties in Antalya Province, Türkiye
- Population genetics of Todarodes pacificus (Cephalopoda: Ommastrephidae) in the northwest Pacific Ocean via GBS sequencing
- A comparative analysis of dendrometric, macromorphological, and micromorphological characteristics of Pistacia atlantica subsp. atlantica and Pistacia terebinthus in the middle Atlas region of Morocco
- Macrofungal sporocarp community in the lichen Scots pine forests
- Assessing the proximate compositions of indigenous forage species in Yemen’s pastoral rangelands
- Food Science
- Gut microbiota changes associated with low-carbohydrate diet intervention for obesity
- Reexamination of Aspergillus cristatus phylogeny in dark tea: Characteristics of the mitochondrial genome
- Differences in the flavonoid composition of the leaves, fruits, and branches of mulberry are distinguished based on a plant metabolomics approach
- Investigating the impact of wet rendering (solventless method) on PUFA-rich oil from catfish (Clarias magur) viscera
- Non-linear associations between cardiovascular metabolic indices and metabolic-associated fatty liver disease: A cross-sectional study in the US population (2017–2020)
- Knockdown of USP7 alleviates atherosclerosis in ApoE-deficient mice by regulating EZH2 expression
- Utility of dairy microbiome as a tool for authentication and traceability
- Agriculture
- Enhancing faba bean (Vicia faba L.) productivity through establishing the area-specific fertilizer rate recommendation in southwest Ethiopia
- Impact of novel herbicide based on synthetic auxins and ALS inhibitor on weed control
- Perspectives of pteridophytes microbiome for bioremediation in agricultural applications
- Fertilizer application parameters for drip-irrigated peanut based on the fertilizer effect function established from a “3414” field trial
- Improving the productivity and profitability of maize (Zea mays L.) using optimum blended inorganic fertilization
- Application of leaf multispectral analyzer in comparison to hyperspectral device to assess the diversity of spectral reflectance indices in wheat genotypes
- Animal Sciences
- Knockdown of ANP32E inhibits colorectal cancer cell growth and glycolysis by regulating the AKT/mTOR pathway
- Development of a detection chip for major pathogenic drug-resistant genes and drug targets in bovine respiratory system diseases
- Exploration of the genetic influence of MYOT and MB genes on the plumage coloration of Muscovy ducks
- Transcriptome analysis of adipose tissue in grazing cattle: Identifying key regulators of fat metabolism
- Comparison of nutritional value of the wild and cultivated spiny loaches at three growth stages
- Transcriptomic analysis of liver immune response in Chinese spiny frog (Quasipaa spinosa) infected with Proteus mirabilis
- Disruption of BCAA degradation is a critical characteristic of diabetic cardiomyopathy revealed by integrated transcriptome and metabolome analysis
- Plant Sciences
- Effect of long-term in-row branch covering on soil microorganisms in pear orchards
- Photosynthetic physiological characteristics, growth performance, and element concentrations reveal the calcicole–calcifuge behaviors of three Camellia species
- Transcriptome analysis reveals the mechanism of NaHCO3 promoting tobacco leaf maturation
- Bioinformatics, expression analysis, and functional verification of allene oxide synthase gene HvnAOS1 and HvnAOS2 in qingke
- Water, nitrogen, and phosphorus coupling improves gray jujube fruit quality and yield
- Improving grape fruit quality through soil conditioner: Insights from RNA-seq analysis of Cabernet Sauvignon roots
- Role of Embinin in the reabsorption of nucleus pulposus in lumbar disc herniation: Promotion of nucleus pulposus neovascularization and apoptosis of nucleus pulposus cells
- Revealing the effects of amino acid, organic acid, and phytohormones on the germination of tomato seeds under salinity stress
- Combined effects of nitrogen fertilizer and biochar on the growth, yield, and quality of pepper
- Comprehensive phytochemical and toxicological analysis of Chenopodium ambrosioides (L.) fractions
- Impact of “3414” fertilization on the yield and quality of greenhouse tomatoes
- Exploring the coupling mode of water and fertilizer for improving growth, fruit quality, and yield of the pear in the arid region
- Metagenomic analysis of endophytic bacteria in seed potato (Solanum tuberosum)
- Antibacterial, antifungal, and phytochemical properties of Salsola kali ethanolic extract
- Exploring the hepatoprotective properties of citronellol: In vitro and in silico studies on ethanol-induced damage in HepG2 cells
- Enhanced osmotic dehydration of watermelon rind using honey–sucrose solutions: A study on pre-treatment efficacy and mass transfer kinetics
- Effects of exogenous 2,4-epibrassinolide on photosynthetic traits of 53 cowpea varieties under NaCl stress
- Comparative transcriptome analysis of maize (Zea mays L.) seedlings in response to copper stress
- An optimization method for measuring the stomata in cassava (Manihot esculenta Crantz) under multiple abiotic stresses
- Fosinopril inhibits Ang II-induced VSMC proliferation, phenotype transformation, migration, and oxidative stress through the TGF-β1/Smad signaling pathway
- Antioxidant and antimicrobial activities of Salsola imbricata methanolic extract and its phytochemical characterization
- Bioengineering and Biotechnology
- Absorbable calcium and phosphorus bioactive membranes promote bone marrow mesenchymal stem cells osteogenic differentiation for bone regeneration
- New advances in protein engineering for industrial applications: Key takeaways
- An overview of the production and use of Bacillus thuringiensis toxin
- Research progress of nanoparticles in diagnosis and treatment of hepatocellular carcinoma
- Bioelectrochemical biosensors for water quality assessment and wastewater monitoring
- PEI/MMNs@LNA-542 nanoparticles alleviate ICU-acquired weakness through targeted autophagy inhibition and mitochondrial protection
- Unleashing of cytotoxic effects of thymoquinone-bovine serum albumin nanoparticles on A549 lung cancer cells
- Erratum
- Erratum to “Investigating the association between dietary patterns and glycemic control among children and adolescents with T1DM”
- Erratum to “Activation of hypermethylated P2RY1 mitigates gastric cancer by promoting apoptosis and inhibiting proliferation”
- Retraction
- Retraction to “MiR-223-3p regulates cell viability, migration, invasion, and apoptosis of non-small cell lung cancer cells by targeting RHOB”
- Retraction to “A data mining technique for detecting malignant mesothelioma cancer using multiple regression analysis”
- Special Issue on Advances in Neurodegenerative Disease Research and Treatment
- Transplantation of human neural stem cell prevents symptomatic motor behavior disability in a rat model of Parkinson’s disease
- Special Issue on Multi-omics
- Inflammasome complex genes with clinical relevance suggest potential as therapeutic targets for anti-tumor drugs in clear cell renal cell carcinoma
- Gastroesophageal varices in primary biliary cholangitis with anti-centromere antibody positivity: Early onset?