The study was started from the investigation of all known and classified ATG8’s from Homo sapiens, Saccharomyces cerevisiae and Arabidopsis thaliana organisms. Based on known crystal structures for human and yeast species and different degree of homology to the plant proteins, a comparative alignment was generated. To date, three types of autophagy have been well described in plants, including macroautophagy, microautophagy, and mega-autophagy.
Ubiquitin interaction motif docking site sensing
The macroautophagy (hereafter referred to autophagy) is the most well-characterized one in plants. In plants, autophagy is generally activated upon stress and its regulation is executed by numbers of AuTophaGy-related genes (ATGs), of which the ATG8 plays a dual role in both biogenesis of autophagosomes and recruitment of ATG8-interacting motif (W/F/Y-X-X-L/I/V) with anchored selective autophagy receptors (SARs). In addition to the contribution to autophagosome formation mentioned above, ATG8 plays an additional key role in the selection of specific SARs to be sequestered prior to its degradation. In this process, ATG8 proteins bind to these SARs via their ATG8-interacting motifs. Such motif is either termed as AIM or ubiquitin-interacting motif (UIM), corresponding to the LC3-interacting region (LIR)/AIM docking site (LDS) or the UIM docking site (UDS) of ATG8, respectively. Through these motifs different ATG8 forms interact with various adaptor/receptor proteins to recruit specific cargos for degradation by selective autophagy (Fig. 1).
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Figure 1. LIR-docking site - LDS is represented with two hydrophobic pockets responsible for the recognition of Trp and Leu in the AIM (WXXL) motif are labeled W-site and L-site, residues constituting these pockets are indicated with red and green arrows, respectively. Basic residues responsible for ionic interaction with acidic residues in AIM are enclosed with a black square. Potential acetylation sites (K49 and K51 in A. thaliana) are marked with asterisks, the UDS (ubiquitin-interacting motif-docking site) core sequence is countered with yellow braces, and the glycine site for PE conjugation is shown in the red box. |
Autophagic adaptor/receptor proteins of choice
In humans, there are six Atg8 orthologs: LC3A, LC3B, LC3C (encoded by respective MAP1LC3, microtubule associated protein light chain 3, alpha, beta, and gamma genes); and GABARAP (γ-aminobutyric acid receptor-associated proteins), GABARAPL1 (GABARAP-like protein 1) and GABARAPL2 (also known as GATE-16) (Nguyen & Lazarou, 2022; Wesch, Kirkin, & Rogov, 2020; von Muhlinen et al., 2013; Wesch et al., 2020). Most of LC3/GABARAP functions are considered dependent on their post-translational modifications and addressing to membranes through a conjugation to a lipid, the phosphatidyl‐ ethanolamine (Leboutet et al., 2023). In yeast, there is single ATG8 protein (Varga, Keresztes, Sigmond, Vellai, & Kovács, 2022; Shpilka et al., 2011). In turn Arabidopsis’s ATG8 family consists of nine Atg8 genes, termed Atg8a to Atg8i. The proteins encoded by this family show between 41% and 99% identity with each other and from 47–73% identity with the yeast protein. The AtAtg8 proteins also show considerable identity (between 33% and 41% identity) with light-chain 3 (LC3) from the mammalian MAP1A and 1B; the Golgi membrane transport modulator protein Gate 16 (between 48% and 60%) and to GABARAP (42–59%) (Ketelaar, Voss, Dimmock, Thumm, & Hussey, 2004). Interestingly, that localization of ATG8 depends on nutrient conditions and could be localized in either endoplasmic reticulum (ER)-associated vesicles, or in the cytoplasm.
RMSD-based clusters
Canonical ATG8-Interacting Motif, (cAIM), also known as an LC3-Interacting Region (LIR), is a well-characterized short linear motif that interacts with ATG8 by forming a parallel β-sheet with β-sheet 2 in ATG8 (Birgisdottir Å, Lamark, & Johansen, 2013). The cAIM is represented by the WXXL consensus sequence, where W is an aromatic residue (W/F/Y), L is an aliphatic hydrophobic residue (L/I/V), and X can be any residue (Johansen & Lamark, 2020) (Fig. 2). We conducted a series of molecular dynamics simulations aimed to determine the most frequently observed geometry of the LDS. The cAIM contacts a hydrophobic patch on ATG8 known as the LIR/AIM docking site (LDS). The residues that compose HP1 and HP2 hydrophobic pockets (in ATG8a there are Q18, I22, R29, K47, K49, Y50, L51, V52, P53, L56, V64 and F78), and potential acetylation sites (K49 and K51) are individually colored (by residue name) and labeled in the Fig. 2. To analyze the mobility of the area we localized LDS interface-associated amino acids and performed an RMSD-based analysis. We applied a clustering analysis, focused on the area and found the most abundant separate clusters combining the major number of slices from the trajectory.
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Figure 2. A surface-based representation of the LDS binding sites, derived from the series of MD simulations (isotypes Atg8a-d as A-D figures). Here we visualized the most frequent conformations of the LDS according to the conformational distribution across the correspondent trajectories and the number of frames in the top-ranked RMSD-based clusters (a bar-like diagram). UBA site is also shown from the side. The surface is mapped using a residual properties color scheme (grouped according to their side chains' pKa values and charges) LDS ATG8a mapped with widest cluster plot |
For example, the LDS of ATG8a is represented with the largest cluster of 1863 slices (the entire number of frames per trajectory was 2500), sharing similar disposition of the Ca atoms and side chains which form the c of the binding site. Another cluster is represented with only 263 instances and the LDS of both centroid structures from these two clusters are slightly different. In general, the total number of clusters per trajectory also serves as an evaluation of the binding site conformation stability. From these, the most stable binding sites shape were showed for ATG8a, ATG8c and ATG8f. In the case of ATG8d we also identified two close-enough clusters, which conformations are evenly distributed along the trajectory and diluted with excessive outlined conformations. The trajectory analysis revealed, that two cavities (HP1 and HP2) necessary for the interaction with known AIMs were well-outlined in ATG8a, ATG8b, ATG8d, ATG8h and ATG8i. In addition, these proteins are characterized with a common shape of the LDS on the side, forming something like a cleft. At the same time, ATG8c, ATG8e and ATG8g shared another common shape of the interface profile (Fig. 3).
In each case of the ATG8 family we chose only those clusters which contained more than 100 frames of the trajectory. We also used the information on the distribution of the conformations from the leader cluster within the frames from the molecular trajectory. In general, conformational clustering focused on the binding site area showed the existence of a singleton predominant cluster, covering all the trajectory. That means, that each centroid structure from the leader cluster reflects the overall conformation stability of the studied isotype area across the MD. From these, we used the output of each simulation to represent the amino acid composition and structure-depending surface of the binding site.
Clustering score
Form the figures it is evident, that despite the sequence similarity, the binding site can take different conformation and it, probably, can have impact on the features of protein-protein interactions. One of the most important findings is that the accessibility of specific amino acid residues (for example, HP1 and HP2, surface curvature) of the LDS site varies when comparing ATG8a-ATG8d isotypes (see Fig. 3). We analyzed secondary structure stability and the allocation of the loop elements during the simulation using a Root-mean square fluctuation (RMSF) plot to understand which part of ATG8 and from which isotype is less stable (Fig. 4) Upon reviewing the literature, it became apparent that proteins belonging to the homologous group ATG8 exhibit a preference for certain partners. As a result, we selected three model proteins to examine LDS/LIR interactions, categorized into three groups based on sequence alignment results. We chose ATG8a, ATG8e, and ATG8i due to the frequency of references in publications and the abundance of experimental data available for them (Yemets, Shadrina, Blume, Plokhovska, & Blume, 2024). On the contrary, the LIR motif may be provisionally categorized into four groups based on their functions and the time when they first appear at the beginning stages of autophagy. Based on the known formula of AIM sequence we searched for the fragments of the ATg8 partners. Therefore, knowing about the approved selectivity of diverse ATG8 isotypes towards certain protein partners, we attempted to evaluate the significance of a specific protein-protein interactions. From the partner functions we can suppose which ATG8 isotype can take part in the autophagy process and at which phase.
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Figure 3. Another set of isotypes (Atg8e-g are at E, F and G figures; Atg8h and ATG8i are at H and I figures) are represented in a surface-based mode - the LDS binding sites derived from the series of MD simulations. The clustering result is reflected in a bar-like diagram, showing the less stable conformations for ATG8i isotype. |
ATG8 pockets
Additionally, we utilized an established crystallographic data from human and protozoan homologs to accurately allocate the docked poses of AIM-containing peptides. These peptides have necessary AIM pattern (the motif binds canonically to the W- and L-sites of ATG8) and a few terminal residues for electrostatic interaction with the negatively charged region near the LDS site.
After identifying the most consistently present conformations of the binding site, some of which are illustrated in Figs. 2 and 3, we conducted a flexible molecular docking of the peptides to the rigid ATG8s site structures. As we had hoped, the docking results of different AIM variants corresponded to the experimental data. The table of values displays distinct preferences for interaction based on the docked poses formed by three model ATG8 isotypes and specific motifs (Fig. 4).
At the same time, dynamic processes within the ATG8 structure, which may modify selective binding, have been already highlighted in some publications, arguing it is superior to the docking. For this reason, we selected the best 12 complexes, based on their scoring function values and quality of the interaction with the hydrophobic pockets, and then relaxed them for an additional 150 ns. In several cases the simulations resulted in a thick inter-protein contact or in a strengthening of hydrogen bonds. However, in some cases we observed a complete dissociation of the molecules. We also noted some changes in the contour of the interaction interfaces between ATG8 and its partners (especially on the ATG8 side).
First group of the partners - SARs, that take part in the autophagy mechanisms of cargo linkage and can interact with ATG8 (Kirkin, 2020). Notably, NBR1 is responsible for the dispatch of such polyubiquitinated aggregates to nascent autophagosomes. Almost all ATG8 isotypes contain a set of residues (I22D, Y26E, R29E, K47E, V64D, R68E) that interact with a so-called ubiquitin-associated area (UBA) of NBR1 (660EWDPIL). One of the ATG8 pockets, namely W-site, is formed with a loop containing Tyr26 and Arg29 between helix-2 and strand-1. This loop can stick in a charge-dependent manner to the AIM site of NBR1. Interestingly, the NBR1 AIM motif (WDPI) is quite similar to the PexRD54 motif (WEIV) which drives the autophagosome formation by linking its vesicles to autophagic the compartment marked with the ATG8 protein (Pandey et al., 2021).
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Figure 4. A cartoon-like representation of an average ATG8 protein with colored disordered regions and labeled secondary structure elements – coloring scheme is similar for 2D prediction and the cartoon model. Peptide-docking results for ATG8s and four representatives of SARs are represented in the table (A). RMSF-based visualization of different level of flexibility calculated for all known ATG8 isotypes from A. thaliana. Helices and b-sheets are labeled according to the structure assessment after the MD and delineated analyzing sequence alignments (B). |
Analysis of trajectories
The stable trajectories of the NBR1 complexes with two of chosen ATG8 isotypes revealed, that major part of isotypes can bind to NBR1, which is active at different stages of autophagy. Amino acids W661/L665 of NBR1 occupy both hydrophobic pockets on the surface of ATG8a and ATG8e. Stable hydrogen bonds were found at the interfaces of both ATG8a (K47, Y50 to L665; Y50 to W661; E18, K25 to E660; R29 to P663; K47 to D662) and ATG8e (K48 to L665, I664; K69 to L665; Y61 to W661; E18, K26 to E660; V53 to P663; K50 to D662). The ATG8i complex also forms a hydrogen mesh, but only single anchor, a W661 amino acid, makes contacts with its hydrophobic pocket (Fig. 5).
Second group of proteins that interact with ATG8 are represented with a Bin/Amphiphysin/Rvs family, which members contain both BAR- and SSH3like domains (localized on the autophagosomal membrane). These proteins are involved in the promotion of the phagophore formation and its closure during the maturation of autophagosomes. The adaptor protein, known as SH3P2, plays a role in embedding of the phagophore in the membrane of plants, but it is not necessary for its movement through the endocytosis process.
From the analyzed trajectories it is evident that ATG8a and ATG8i almost completely lost its interactions with the SH3P2 fragment (321STGEYVVVVVRKV). While ATG8i and SH3P2 totally dissociate after the first half of the simulation period. As we determined, the interactions between V326/Y325 and the hydrophobic pockets diminished in the beginning of MD, but the hydrogen contacts (L51, V52 to Y325; K49, K68 to E324; K49 to S321) with ATG8a persisted across all the simulation. The strongest interaction with SH3P2 was determined for ATG8e isotype. Both the tight anchoring of V320/Y325 in the HP1 and HP2 pockets and a stable network of hydrogen contacts (L52, V53 - V326, V328; E19 - Y325; K50 - V326, S321) were observed. It is well known that ATG8e and ATG8f interacts with SH3P2 during the exposure to carbon simulation in in vitro tests (Zhuang et al., 2013). As these results were previously published, now we can suggest that our model is a reasonably accurate reflection of the available data. Additionally, it is these two, ATG8e and ATG8f, interact with ATI1 and ATI2 to contribute to endoplasmic reticulum degradation and form ATI bodies (Honig, Avin-Wittenberg, Ufaz, & Galili, 2012; Avin-Wittenberg, Michaeli, Honig, & Galili, 2012).
Molecular dynamic residue interactions
Of particular note, ATG8e is the only model that readily dissociates from the next peptide, the LIR motif of ATG7 (679FNLDWE). ATG7 interacts solely with the C-terminal domain, which is essential for ATP-mediated activation of the C-terminus of Gly116 Atg8 (serving as an E1 enzyme). To the extent that ATG7 is a component of the third autophagic group that mediates its lipidation with PE, this complex comprising of ATG1, ATG3, ATG4, and ATG7, ATG8 may directly regulate ATG8 in its lipidation with PE. These interactions could potentially induce PAS assembly and aid in the autophagic turnover, whereby ATG1a is transported into the vacuole alongside the ATG8-decorated autophagic cells. This transfers ATG8 from a catalytic cysteine in one protomer of Atg7 to Atg3, which is linked to the N-terminal domain in the N-terminal domain of the opposite protomer of the Atg7 complexed as a subunit of a homodimer.
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Figure 5. The results of molecular dynamics simulations performed to predict which of ATG8s can interact with certain SARs are shown in a table-like view. The analysis of H-bond network and HP1/HP2 pockets occupation revealed the most stable complexes and those which were tend to dissociate after 100 ns of MD. |
In the dynamics of the ATG7 complexes, we found that ATG8a and ATG8i maintain hydrophobic contacts between HP1/HP2 and W683/L681. Additionally, the ATG7 fragment forms tight hydrogen bonds with both ATG8a (L51 to L681; Y26 to E684; R29, K49 to E684) and ATG8i (L49 to L681; Y24 to E684; R27, K47 to E684).
To recap, the crucial interaction involves the connection between ATG8 and PI3P on autophagosomes, and the animal protein that binds to both objects is FYVE and coiled coil domain containing adaptor proteins 1 (FYCO1). FYCO1 belongs to the fourth group of adaptor proteins, and up to nine FYCO1 homologs have been identified in Arabidopsis at the moment (Wywial & Singh, 2010). Our study focuses on FREE1, which selectively interacts with ATG8 isotypes (Zeng et al., 2023). Being lipidated in the autophagosome membrane ATG8 proteins trigger the interaction of the autophagosome with phosphorylated FREE1, particularly through the action of KIN10, launching the process of autophagosome closure.
ATG8a and ATG8i keep both amino acids (I441/W438) of the FREE1 fragment (436GDWMNIIK) together in the HP1/HP2 pockets consistently. The hydrogen network between the amino acids of the fragment is found to be more stable in ATG8i (R27 - I441, N440; L49, R66 - N440; K45, K47, E16 - G436) compared to ATG8a (L51 - M439, I441; K49 - M439, G436; E18 - W438; K47 - D437).
One interesting suggestion is that tight and advantageous interaction with the cognate peptide can cause a change in the binding surface, resulting in clearer hydrophobic pockets and site topography. However, a complete or partial dissociation of peptide molecules from the surface of each of the three ATG8 isotypes causes the surface to return to its initial apo-form conformation. This, based on the computational modelling, could be one of the mechanisms of selectivity against ATG8’s targets.