Skip to main content
eLife logoLink to eLife
. 2016 Jun 24;5:e16036. doi: 10.7554/eLife.16036

Clathrin modulates vesicle scission, but not invagination shape, in yeast endocytosis

Wanda Kukulski 1,2,3,*,, Andrea Picco 2,4,, Tanja Specht 2, John AG Briggs 1,2,, Marko Kaksonen 1,2,4,
Editor: Suzanne R Pfeffer5
PMCID: PMC4945154  PMID: 27341079

Abstract

In a previous paper (Picco et al., 2015), the dynamic architecture of the protein machinery during clathrin-mediated endocytosis was visualized using a new live imaging and particle tracking method. Here, by combining this approach with correlative light and electron microscopy, we address the role of clathrin in this process. During endocytosis, clathrin forms a cage-like coat around the membrane and associated protein components. There is growing evidence that clathrin does not determine the membrane morphology of the invagination but rather modulates the progression of endocytosis. We investigate how the deletion of clathrin heavy chain impairs the dynamics and the morphology of the endocytic membrane in budding yeast. Our results show that clathrin is not required for elongating or shaping the endocytic membrane invagination. Instead, we find that clathrin contributes to the regularity of vesicle scission and thereby to controlling vesicle size.

DOI: http://dx.doi.org/10.7554/eLife.16036.001

Research Organism: S. cerevisiae

Introduction

Clathrin-mediated endocytosis is a conserved cellular process for uptake of nutrients and internalization of cell surface components. The cage-forming protein clathrin is a major coat component thought to scaffold membrane and protein machinery during vesicle formation. In yeast, clathrin contributes to actin-dependent endocytosis and is present at all endocytic sites but is not essential for endocytic uptake (Newpher et al., 2005; Chu et al., 1996; Payne et al., 1988). Previous research has shown that upon deletion of clathrin heavy chain, there is a 73% reduction in the frequency of endocytic vesicle budding events (Kaksonen et al., 2005; Newpher and Lemmon, 2006a), which can explain the reduced rate of receptor-mediated uptake (Chu et al., 1996; Payne et al., 1988). The clathrin heavy chain deletion phenotype can be partially rescued by overexpression of clathrin light chain (Newpher et al., 2006b). These findings suggest a role for clathrin in efficiently initiating vesicle budding. Although deletion of clathrin heavy chain also causes a strong growth phenotype and accumulation of internal membrane compartments (Payne et al., 1988; Payne and Schekman, 1985), the reduction of receptor-mediated endocytosis is independent of these effects (Tan et al., 1993). The abnormal morphology and slow growth of clathrin-deficient cells is likely a downstream, cumulative effect of disrupted clathrin-mediated vesicle formation at the trans-Golgi network, endosomes and plasma membrane (Newpher et al., 2005; Brodsky et al., 2001).

Taken together, previous studies suggest that clathrin plays a role in initiating vesicle budding. However, roles for clathrin at stages following initiation are not clear. Clathrin is able to induce membrane curvature in vitro (Dannhauser and Ungewickell, 2012), but the distribution of endocytic invagination depths as well as the localization of endocytic coat components observed by immuno-electron microscopy do not change significantly upon clathrin deletion, suggesting that clathrin does not define membrane morphology in vivo (Idrissi et al., 2012). We have previously proposed that clathrin assembles on a flat membrane and only forms a curved lattice upon actin-induced membrane bending in yeast (Kukulski et al., 2012a). In mammalian cells, it was recently shown that the curvature of the clathrin coat changes during vesicle budding (Avinoam et al., 2015). Thus, there is growing evidence that the clathrin coat is not a rigid scaffold that imposes shape to the forming endocytic vesicle.

We have previously used live cell imaging and correlative light and electron microscopy to generate a detailed quantitative description of assembly dynamics of the endocytic protein machinery and the corresponding membrane morphology changes in budding yeast (Picco et al., 2015; Kukulski et al., 2012a). Here, we have applied these methods to budding yeast cells in which the gene encoding clathrin heavy chain has been deleted (chc1Δ) to clarify the role of clathrin during membrane reshaping and vesicle formation.

Results and discussion

We first asked how the dynamics of membrane invagination are affected by the absence of clathrin. The Sla1 protein assembles into the endocytic coat before the membrane starts bending and then moves in at the tip of the membrane invagination (Picco et al., 2015; Idrissi et al., 2008). Although fewer endocytic sites are observed in chc1∆ cells, Sla1 marks those that successfully initiate budding (Kaksonen et al., 2005; Newpher and Lemmon, 2006a). The distribution of Sla1 on the invagination is not altered by the deletion of clathrin (Idrissi et al., 2012). The movement of the Sla1-GFP centroid, therefore, acts as a marker for the growth of the endocytic membrane invagination (Picco et al., 2015). We tracked the fluorescence intensity and movement of Sla1-GFP in living wild-type and chc1∆ cells (Figure 1A and Figure 1—figure supplement 1). The total lifetime of Sla1-GFP at the endocytic sites was shortened in chc1∆ cells, due to an accelerated assembly phase, as described previously (Kaksonen et al., 2005; Newpher and Lemmon, 2006a), and Sla1-GFP disassembly at the end of the endocytic process was subtly slowed down (Figure 1—figure supplement 1). The Sla1-GFP centroids moved slightly further into the cell than in wild-type cells (Figure 1B), probably as a consequence of the slowed disassembly of Sla1-GFP that allowed us to track the patches in the cytoplasm for longer. The rate of the Sla1-GFP centroid movement in chc1Δ cells was indistinguishable from that of Sla1-GFP in wild-type cells (Figure 1A and B). Thus, the speed at which the invagination elongates was not affected by the lack of clathrin.

Figure 1. Sla1 and Rvs167 dynamics in chc1Δ cells.

(A) Representative examples of Sla1-GFP trajectories from wild-type (upper row) and chc1Δ cells (lower row). Green triangles and red squares mark start and end points of the trajectories, respectively. Scale bar is 100 nm. (B) Average Sla1-GFP inward movement over time, in wild-type cells (black line, n = 50 trajectories) and chc1Δ (red line, n = 41 trajectories). Shadings indicate the 95% confidence interval. (C) Representative examples of Rvs167-GFP trajectories from wild-type (Picco et al., 2015) (upper row) and chc1Δ cells (lower row). Green triangles and red squares mark start and end points of the trajectories, respectively. Scale bar is 100 nm. (D) Average Rvs167-GFP fluorescence intensity over time, in chc1Δ (red line, n = 56 trajectories) and wild-type cells (black line, n = 54 trajectories). Fluorescence intensity profiles have been normalized between 0, which corresponds to their minimum in intensity, and 1, which corresponds to their maximum in intensity. Shadings indicate the standard deviations from the mean.

DOI: http://dx.doi.org/10.7554/eLife.16036.002

Figure 1.

Figure 1—figure supplement 1. Sla1-GFP fluorescence intensity in chc1Δ cells.

Figure 1—figure supplement 1.

Average Sla1-GFP fluorescence intensity over time, in wild-type cells (black line), and chc1Δ (red line). Fluorescence intensity profiles have been normalized between 0, which corresponds to their minimum in intensity, and 1, which corresponds to their maximum in intensity. The average fluorescence intensity curves are aligned in time like the average trajectories shown in Figure 1B. Shadings indicate the 95% confidence interval.

We then asked if scission of the vesicle is affected by the absence of clathrin. Rvs167 is an amphiphysin-like BAR domain protein that assembles at the tubular part of the invagination and regulates vesicle scission (Picco et al., 2015; Kukulski et al., 2012a; Youn et al., 2010; Smaczynska-de Rooij et al., 2012; Kishimoto et al., 2011). In wild-type cells, the peak in Rvs167-GFP fluorescence intensity coincides with scission (Kukulski et al., 2012a) and the rapid directional disassembly of Rvs167 after scission leads to a fast inward movement of the Rvs167-GFP centroid (Picco et al., 2015). Rvs167-GFP movement and peak fluorescence intensity therefore act as markers for vesicle scission in wild-type cells. The Rvs167-GFP centroid trajectories in chc1Δ cells often did not display the characteristic fast inward movement observed in wild-type cells, but appeared highly irregular (Figure 1C). Due to this irregularity, we could not align and average the Rvs167-GFP centroid movements as we did for Sla1-GFP. When we examined the fluorescence intensity of Rvs167-GFP at the endocytic sites, we found that the time taken to assemble Rvs167-GFP molecules at the endocytic site was similar in both chc1Δ and wild-type cells (Figure 1D). However, after the assembly phase, the fluorescence intensity of Rvs167-GFP persisted significantly longer in chc1Δ cells than in wild-type cells (Figure 1D). These findings suggest that the disassembly of Rvs167 molecules and thereby the regulation of vesicle scission are impaired in chc1Δ cells.

To directly visualize the effects of clathrin absence on membrane reshaping, we applied correlative fluorescence microscopy and electron tomography. We thereby located and imaged endocytic intermediates in chc1Δ cells expressing Sla1-GFP as well as Abp1-mCherry, which we used as a marker for the presence of invaginations or vesicles (Kukulski et al., 2012a). We reconstructed electron tomograms of 59 endocytic sites marked by Abp1-mCherry, or by both Abp1-mCherry and Sla1-GFP (Figure 2A, see also 'Materials and methods'). From these data, we extracted membrane profiles of invaginations and analyzed their shapes. We measured invagination depth, curvature of invagination tips (Figure 2B), appearance of tubular segments and position of the neck (Figure 2—figure supplement 1). All parameters showed a similar distribution as in wild-type cells (Kukulski et al., 2012a). We next measured the axes of ellipsoids fitted to endocytic vesicles. We calculated vesicle surface areas and found that on average they were similar to wild-type, but the variance was significantly larger (chc1Δ: mean 7’291 nm2, SD 4’373 nm2, n = 51. wt: mean 6’380 nm2, SD 1’929 nm2, n = 62. p<0.0001 for variances) (Figure 2C, see also 'Materials and methods'). Thus, while invaginations were unaffected, vesicle sizes were significantly more variable in absence of clathrin.

Figure 2. Endocytic membrane morphologies in chc1Δ cells.

(A) Correlative fluorescence and electron microscopy of chc1Δ yeast cells expressing Sla1-GFP, Abp1-mCherry. Three examples of membrane ultrastructures underlying sites of Sla1 and Abp1 colocalization. Upper panel shows overlays of RFP and GFP channel images, lower panel images are virtual slices through electron tomograms, acquired at positions corresponding to the fluorescent spots marked by the white dashed circles. Black arrowheads indicate endocytic vesicles. Scale bars are 2 µm in the upper panel, 100 nm in the lower panel. (B) Curvature of invagination tips identified by correlative microscopy in chc1Δ, plotted against the invagination depths. The dashed line is a cubic smoothing spline fitted to the data points of wild-type invagination tip curvatures, published in (Kukulski et al., 2012a). (C) Surface areas of vesicles identified by correlative microscopy in chc1Δ and compared to wild-type cells (Kukulski et al., 2012a). Red central line represents the mean, upper and lower red lines represent standard deviations.

DOI: http://dx.doi.org/10.7554/eLife.16036.004

Figure 2.

Figure 2—figure supplement 1. Membrane shape parameters in chc1Δ cells.

Figure 2—figure supplement 1.

(A) Appearance of tubular segments. The angles between the two sides of invagination membrane profiles are plotted against invagination depth. When the angle reaches zero degrees, the invagination consists of a tubular segment. Wild-type data points are from (Kukulski et al., 2012a). The dashed lines show the regression line describing the wild-type data and its prediction band (95% prediction interval), calculated based on invaginations with a membrane angle >0. The difference between the wild-type and chc1Δ data points is not significant (p value > 0.1). (B) Position of the neck along the invagination. Only invaginations with a width that corresponds to less than 80% of the tip diameter are considered to have a neck. The distance of the neck to the invagination tip is plotted against invagination depth. Wild-type data points are from (Kukulski et al., 2012a). The percentage of invaginations with neck (19% of all chc1Δ invaginations have a neck) is similar to wild-type cells (27% of all wild-type invaginations have a neck).

Taken together, our data shows that the rate at which the invagination (marked by Sla1-GFP) grows, as well as the detailed morphology of the membrane invaginations observed by electron tomography, were the same in wild-type and chc1Δ cells. We thus conclude that the invagination process is unaltered, and neither elongation nor shaping of the invagination requires clathrin. Clathrin has been shown to induce membrane curvature in vitro (Dannhauser and Ungewickell, 2012), and we cannot rule out that it has a membrane sculpting role in other vesicle budding events, for instance when the membrane is subjected to less pressure than the turgor of the yeast cell. Furthermore, we observed that disassembly of Rvs167-GFP, which is a marker for scission in wild-type cells, became highly irregular in chc1Δ cells and the resulting vesicles were significantly more variable in size. Since invagination morphologies were unchanged, it is likely that the here described variability of vesicle sizes is related to a loss of regulation of the position of the scission site or of the correct timing of the scission event. How clathrin modulates disassembly of Rvs167 is an open question: The two proteins occupy adjacent regions on the endocytic invagination (Idrissi et al., 2008), and in vertebrates, amphiphysins bind directly to clathrin and the endocytic adaptor AP-2 (McMahon et al., 1997; Ramjaun and McPherson, 1998; Slepnev et al., 2000). Thus, we speculate that protein-protein interactions involving clathrin could modulate the disassembly dynamics of Rvs167, either through direct binding or recruitment of other regulatory proteins.

Previous work showed that clathrin has a role in initiating the vesicle budding process. Our study shows it has an additional role in modulating endocytic protein disassembly and the timing or position of the scission event and thereby the sizes of the resulting endocytic vesicles. We found no role for clathrin in sculpting the membrane during endocytic invagination in budding yeast.

Materials and methods

Genotypes of Saccharomyces cerevisiae strains used in this study

Yeast strains were generated using the toolbox described by Janke et al., 2004. Strains were maintained as heterozygous diploids to minimize generation of suppressors of the clathrin deletion mutation, as described in (Kaksonen et al., 2005).

For correlative microscopy

  • chc1Δ, Sla1-EGFP, Abp1-mCherry (Kaksonen et al., 2005) (MKY2800):

  • MATa/MATα his3-Δ200/his3-Δ200 leu2-3,112/leu2-3,112 ura3-52/ura3-52 lys2-801/lys2-801 SLA1-EGFP::HIS3MX6/SLA1-EGFP::HIS3MX6 ABP1-mCherry::KanMX/ABP1-mCherry::KanMX CHC1/chc1Δ::natNT2

For live imaging

  • chc1Δ, Sla1-EGFP (MKY3020): MATa/MATα his3-Δ200/his3-Δ200 leu2-3,112/leu2-3,112 ura3-52/ura3-52 lys2-801/lys2-801 SLA1-EGFP::HIS3MX6/SLA1 CHC1/chc1Δ::natNT2

  • chc1Δ, Rvs167-EGFP (MKY3022):MATa/MATα his3-Δ200/his3-Δ200 leu2-3,112/leu2-3,112 ura3-52/ura3-52 lys2-801/lys2- 801 RVS167-EGFP::HIS3XM6/RVS167 CHC1/chc1Δ::natNT2

Correlative microscopy

Correlative fluorescence microscopy (FM) and electron tomography (ET) procedures were essentially as previously published (Kukulski et al., 2011, 2012b). After sporulation of strain MKY2800, cultures of haploid chc1Δ, Sla1-GFP, Abp1-mCherry were grown for a maximum of 2 days before high-pressure freezing. Cultures grown at 25°C in SC-Trp medium to exponential phase were pelleted by vacuum filtration and high-pressure frozen using a Bal-tec HPM010 (McDonald, 2007). Freeze substitution, embedding in Lowicryl HM20 and sectioning was performed as before (Kukulski et al., 2012a). We used 50 nm TetraSpeck beads (Life Technologies), diluted 1:50 in PBS, as fiducial markers for correlation between FM and ET (Suresh et al., 2015). FM of grids was done on the same day, as described before (Kukulski et al., 2012b; Suresh et al., 2015). Grids incubated with 15 nm Protein A covered gold beads and stained with Reynold’s lead citrate were subjected to ET exactly as described before (Kukulski et al., 2012a), using SerialEM for automatic tilt series acquisition and IMOD for reconstruction (Mastronarde, 2005; Kremer et al., 1996). The correlation procedure was performed using the in-house written procedure based on the Matlab Control Point Selection Tool (Kukulski et al., 2011). Positions of GFP and mCherry spots of interest were predicted by correlating TetraSpecks visible in average images of selected virtual slices of low-magnification tomograms to TetraSpeck signals in the respective channels. For further transformation into high-magnification tomograms, the 15 nm gold beads were used.

Membrane ultrastructures in the correlative microscopy data set

We performed correlative microscopy on chc1Δ cells expressing Sla1-GFP and Abp1-mCherry. Like in wild-type cells, Sla1 in chc1Δ assembles at endocytic sites earlier than Abp1. The two proteins colocalize for several seconds, before Sla1 disassembles, followed by Abp1 a few seconds later (Kaksonen et al., 2005). We reconstructed 31 endocytic sites at which Sla1 and Abp1 colocalized. All these sites corresponded to ribosome exclusion zones that represent the endocytic machinery including the actin network (Kukulski et al., 2012a). Twelve contained invaginations, 15 contained vesicles, 3 contained invaginations and vesicles and 1 was a ribosome exclusion zone on a flat plasma membrane, containing no invagination or vesicle. Of the 28 sites at which Abp1 was present and Sla1 absent, 21 contained vesicles in ribosome exclusion zones and 7 were ribosome exclusion zones on a flat plasma membrane.

Endocytic sites with multiple membrane ultrastructures in one actin network

In our correlative microscopy data set on chc1Δ, we also found an enrichment of sites consisting of more than one endocytic structure, as compared to the wild-type, such as two vesicles or two invaginations within one ribosome exclusion zone. In wild-type cells, about 5% of fluorescent spots consisted of multiple endocytic structures (Kukulski et al., 2012a). In chc1Δ cells, 13 of 59 Abp1-mCherry or Abp1-mCherrry/Sla1-GFP spots contained more than one endocytic membrane structure (22%). One of these sites contained 2 invaginations of different depths, 3 contained one invagination and one vesicle each, 6 contained 2 vesicles each and 3 contained 3 vesicles each. All these membrane ultrastructures were included in the quantitative analysis of membrane shapes, thus the presented data contains membrane structures from both single and multiple sites. For most of the parameters, there was no difference between single and multiple sites. However, the average surface area of vesicles from multiple endocytic sites is smaller than of vesicles from single endocytic sites in chc1Δ (chc1Δ ‘multiple site vesicles’: mean 5’720 nm2, SD 2’688 nm2, n = 24. chc1Δ ‘singles’: mean 8’688 nm2, SD 5’106 nm2, n = 27. p = 0.0118). They are similar to vesicles in wild-type cells (chc1Δ ‘multiple site vesicles’: mean 5’720 nm2, SD 2’688 nm2, n = 24. wt: mean 6’380 nm2, SD 1’929 nm2, n = 62. p = 0.2803 for mean). Furthermore, when only comparing chc1Δ vesicles from single endocytic sites to wild-type vesicles, there is a difference in their average surface areas (chc1Δ ‘singles’: mean 8’688 nm2, SD 5’106 nm2, n = 27. wt: mean 6’380 nm2, SD 1’929 nm2, n = 62. p = 0.0301 for mean). Two-tailed, unpaired t-tests with Welch’s correction (assuming non-equal SD) were used to calculate the p values.

Measurement of membrane parameters

To measure membrane parameters of invaginations and vesicles, we applied the same procedures as for the wild-type data set (Kukulski et al., 2012a). Thus, the parameters extracted from the chc1Δ dataset could be directly compared to the wild-type data. In brief, we used the EM package in Amira (Pruggnaller et al., 2008) to click points on the cytosolic leaflet of all invaginating membranes in a virtual tomographic slice showing the long axis of the invagination. The sets of points were aligned to an x-axis that represents the plasma membrane, and interpolated with a local second-degree polynomial fit in MATLAB. We used this data to determine the invagination depth, appearance of tubular segments, radius of the invagination tip and the position of the invagination neck (Kukulski et al., 2012a). The Amira EM package was also used to click points on the cytosolic leaflet of vesicle membranes within the tomographic volume. The points were used to fit an ellipsoid (MATLAB) and extract the three major axes from the vesicle. These were used to calculate the vesicle membrane surface area (Kukulski et al., 2012a). We used GraphPad Prism for statistical analysis and comparisons of data sets.

Live fluorescence microscopy

Sporulated haploid strains were grown to log phase in SC-Trp medium and were adhered on a 25 mm coverslip that was first incubated for 10 min at room temperature with 40 µl of Concanavalin A (100 µg/ml) and then washed with SC-Trp medium. Cells were then imaged on the coverslip in 40 µl of SC-Trp at room temperature. The imaging was done with an Olympus IX81 inverted microscope equipped with an Olympus 100 x/1.45 NA TIRF objective, a GFP-3035C-OMF single-band filter set (Semrock) and a Hamamatsu ImagEM EMCCD set at full gain. Cells were excited for 80 ms (Rvs167-GFP) or 100 ms (Sla1-GFP) with a 488 nm laser.

Image analysis

Images were processed with ImageJ. They were corrected for photobleaching and the local background was corrected by subtracting from the image the same image processed by a median filter with a kernel of 6 pixels (Picco et al., 2015). The spots were tracked using the Particle Tracker plugin in ImageJ (Sbalzarini and Koumoutsakos, 2005). In wild-type and chc1Δ cells, spots were tracked with the aim of not losing the dim phases at the beginning or at the end of the proteins lifetimes. The few fluorescent patches that showed abnormal brightness heights were discarded to reduce the chance of tracking sites with multiple endocytic events.

Alignment of the trajectories

Sla1 trajectories from wild-type and chc1Δ cells were aligned in time and averaged as in (Picco et al., 2015). Rvs167 fluorescence intensities were scaled and aligned in time by searching for the minimum mean square displacement between the discrete integrals of the first 3 s of pairs of fluorescence intensity curves scaled by a factor c and shifted in time by τ: Let F~={F~j} be a Rvs167 fluorescence intensity curve chosen as reference and f~={f~j} one of the remaining fluorescence intensity curves that has to be aligned and scaled to F~. j indexes different time points. The discrete integrals of the fluorescence intensity values from the beginning of the trajectory until the time point i are

Fi=j=0iF~jΔtfi=j=0if~jΔt,

where Δt is the amplitude of the time interval between consecutive time points. The different integrals were computed using only the fluorescence intensity values up to the first 3 s of the trajectories (0i3), which correspond roughly to the time it takes for Rvs167 to assemble on the invagination in wild-type cells. Each integral was then assigned to a time point t, which initially corresponded to the time indexed by i:Fi=Fi[t] and fi=fi[t], i=t. The time alignment τ and the scaling c  between the two fluorescence intensity curves were then defined as

c= argminc(Fi[t]cfi[t+τ])2=tFi[t]fi[t+τ]tfi[t+τ]fi[t+τ],
τ=argminτ(Fi[t]cfi[t+τ])2.

Acknowledgements

WK acknowledges postdoctoral fellowships from the Swiss National Science Foundation and funding by the Medical Research Council (MC_UP_1201/8). Work in JAGB’s lab was supported by the Chica und Heinz Schaller Stiftung. Work in MK’s lab was supported by the Swiss National Science Foundation and the NCCR in Chemical Biology. This study was supported by the EMBL electron microscopy facility.

Funding Statement

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Funding Information

This paper was supported by the following grants:

  • Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung Postdoctoral Fellowships to Wanda Kukulski.

  • Medical Research Council MC_UP_1201/08 to Wanda Kukulski.

  • Chica and Heinz Schaller Stiftung to John AG Briggs.

  • Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung to Marko Kaksonen.

  • National Centre of Competence in Research Chemical Biology to Marko Kaksonen.

Additional information

Competing interests

The authors declare that no competing interests exist.

Author contributions

WK, Read and approved the manuscript, Conception and design, Acquisition of data, Analysis and interpretation of data, Drafting or revising the article.

AP, Read and approved the manuscript, Conception and design, Acquisition of data, Analysis and interpretation of data, Drafting or revising the article.

TS, Read and approved the manuscript, Acquisition of data, Analysis and interpretation of data.

JAGB, Read and approved the manuscript, Conception and design, Acquisition of data, Analysis and interpretation of data, Drafting or revising the article.

MK, Read and approved the manuscript, Conception and design, Acquisition of data, Analysis and interpretation of data, Drafting or revising the article.

References

  1. Avinoam O, Schorb M, Beese CJ, Briggs JA, Kaksonen M. ENDOCYTOSIS. Endocytic sites mature by continuous bending and remodeling of the clathrin coat. Science. 2015;348:1369–1372. doi: 10.1126/science.aaa9555. [DOI] [PubMed] [Google Scholar]
  2. Brodsky FM, Chen CY, Knuehl C, Towler MC, Wakeham DE. Biological basket weaving: formation and function of clathrin-coated vesicles. Annual Review of Cell and Developmental Biology. 2001;17:517–568. doi: 10.1146/annurev.cellbio.17.1.517. [DOI] [PubMed] [Google Scholar]
  3. Chu DS, Pishvaee B, Payne GS. The light chain subunit is required for clathrin function in Saccharomyces cerevisiae. Journal of Biological Chemistry. 1996;271:33123–33130. doi: 10.1074/jbc.271.51.33123. [DOI] [PubMed] [Google Scholar]
  4. Dannhauser PN, Ungewickell EJ. Reconstitution of clathrin-coated bud and vesicle formation with minimal components. Nature Cell Biology. 2012;14:634–639. doi: 10.1038/ncb2478. [DOI] [PubMed] [Google Scholar]
  5. Idrissi FZ, Blasco A, Espinal A, Geli MI. Ultrastructural dynamics of proteins involved in endocytic budding. Proceedings of the National Academy of Sciences of the United States of America. 2012;109:E2587–E2594. doi: 10.1073/pnas.1202789109. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Idrissi FZ, Grötsch H, Fernández-Golbano IM, Presciatto-Baschong C, Riezman H, Geli MI. Distinct acto/myosin-I structures associate with endocytic profiles at the plasma membrane. Journal of Cell Biology. 2008;180:1219–1232. doi: 10.1083/jcb.200708060. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Janke C, Magiera MM, Rathfelder N, Taxis C, Reber S, Maekawa H, Moreno-Borchart A, Doenges G, Schwob E, Schiebel E, Knop M. A versatile toolbox for PCR-based tagging of yeast genes: new fluorescent proteins, more markers and promoter substitution cassettes. Yeast. 2004;21:947–962. doi: 10.1002/yea.1142. [DOI] [PubMed] [Google Scholar]
  8. Kaksonen M, Toret CP, Drubin DG. A modular design for the clathrin- and actin-mediated endocytosis machinery. Cell. 2005;123:305–320. doi: 10.1016/j.cell.2005.09.024. [DOI] [PubMed] [Google Scholar]
  9. Kishimoto T, Sun Y, Buser C, Liu J, Michelot A, Drubin DG. Determinants of endocytic membrane geometry, stability, and scission. Proceedings of the National Academy of Sciences of the United States of America. 2011;108:E979–E988. doi: 10.1073/pnas.1113413108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Kremer JR, Mastronarde DN, McIntosh JR. Computer visualization of three-dimensional image data using IMOD. Journal of Structural Biology. 1996;116:71–76. doi: 10.1006/jsbi.1996.0013. [DOI] [PubMed] [Google Scholar]
  11. Kukulski W, Schorb M, Kaksonen M, Briggs JA. Plasma membrane reshaping during endocytosis is revealed by time-resolved electron tomography. Cell. 2012a;150:508–520. doi: 10.1016/j.cell.2012.05.046. [DOI] [PubMed] [Google Scholar]
  12. Kukulski W, Schorb M, Welsch S, Picco A, Kaksonen M, Briggs JA. Correlated fluorescence and 3D electron microscopy with high sensitivity and spatial precision. Journal of Cell Biology. 2011;192:111–119. doi: 10.1083/jcb.201009037. [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Kukulski W, Schorb M, Welsch S, Picco A, Kaksonen M, Briggs JA. Precise, correlated fluorescence microscopy and electron tomography of lowicryl sections using fluorescent fiducial markers. Methods in Cell Biology. 2012b;111:235–257. doi: 10.1016/B978-0-12-416026-2.00013-3. [DOI] [PubMed] [Google Scholar]
  14. Mastronarde DN. Automated electron microscope tomography using robust prediction of specimen movements. Journal of Structural Biology. 2005;152:36–51. doi: 10.1016/j.jsb.2005.07.007. [DOI] [PubMed] [Google Scholar]
  15. McDonald K. Cryopreparation methods for electron microscopy of selected model systems. Methods in Cell Biology. 2007;79:23–56. doi: 10.1016/S0091-679X(06)79002-1. [DOI] [PubMed] [Google Scholar]
  16. McMahon HT, Wigge P, Smith C. Clathrin interacts specifically with amphiphysin and is displaced by dynamin. FEBS Letters. 1997;413:319–322. doi: 10.1016/S0014-5793(97)00928-9. [DOI] [PubMed] [Google Scholar]
  17. Newpher TM, Idrissi FZ, Geli MI, Lemmon SK. Novel function of clathrin light chain in promoting endocytic vesicle formation. Molecular Biology of the Cell. 2006b;17:4343–4352. doi: 10.1091/mbc.E06-07-0606. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Newpher TM, Lemmon SK. Clathrin is important for normal actin dynamics and progression of Sla2p-containing patches during endocytosis in yeast. Traffic. 2006a;7:574–588. doi: 10.1111/j.1600-0854.2006.00410.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Newpher TM, Smith RP, Lemmon V, Lemmon SK. In vivo dynamics of clathrin and its adaptor-dependent recruitment to the actin-based endocytic machinery in yeast. Developmental Cell. 2005;9:87–98. doi: 10.1016/j.devcel.2005.04.014. [DOI] [PubMed] [Google Scholar]
  20. Payne GS, Baker D, van Tuinen E, Schekman R. Protein transport to the vacuole and receptor-mediated endocytosis by clathrin heavy chain-deficient yeast. Journal of Cell Biology. 1988;106:1453–1461. doi: 10.1083/jcb.106.5.1453. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Payne GS, Schekman R. A test of clathrin function in protein secretion and cell growth. Science. 1985;230:1009–1014. doi: 10.1126/science.2865811. [DOI] [PubMed] [Google Scholar]
  22. Picco A, Mund M, Ries J, Nédélec F, Kaksonen M. Visualizing the functional architecture of the endocytic machinery. eLife. 2015;4:e16036. doi: 10.7554/eLife.04535. [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Pruggnaller S, Mayr M, Frangakis AS. A visualization and segmentation toolbox for electron microscopy. Journal of Structural Biology. 2008;164:161–165. doi: 10.1016/j.jsb.2008.05.003. [DOI] [PubMed] [Google Scholar]
  24. Ramjaun AR, McPherson PS. Multiple amphiphysin II splice variants display differential clathrin binding: identification of two distinct clathrin-binding sites. Journal of Neurochemistry. 1998;70:2369–2376. doi: 10.1046/j.1471-4159.1998.70062369.x. [DOI] [PubMed] [Google Scholar]
  25. Sbalzarini IF, Koumoutsakos P. Feature point tracking and trajectory analysis for video imaging in cell biology. Journal of Structural Biology. 2005;151:182–195. doi: 10.1016/j.jsb.2005.06.002. [DOI] [PubMed] [Google Scholar]
  26. Slepnev VI, Ochoa GC, Butler MH, De Camilli P. Tandem arrangement of the clathrin and AP-2 binding domains in amphiphysin 1 and disruption of clathrin coat function by amphiphysin fragments comprising these sites. Journal of Biological Chemistry. 2000;275:17583–17589. doi: 10.1074/jbc.M910430199. [DOI] [PubMed] [Google Scholar]
  27. Smaczynska-de Rooij II, Allwood EG, Mishra R, Booth WI, Aghamohammadzadeh S, Goldberg MW, Ayscough KR. Yeast dynamin Vps1 and amphiphysin Rvs167 function together during endocytosis. Traffic. 2012;13:317–328. doi: 10.1111/j.1600-0854.2011.01311.x. [DOI] [PubMed] [Google Scholar]
  28. Suresh HG, da Silveira Dos Santos AX, Kukulski W, Tyedmers J, Riezman H, Bukau B, Mogk A. Prolonged starvation drives reversible sequestration of lipid biosynthetic enzymes and organelle reorganization in Saccharomyces cerevisiae. Molecular Biology of the Cell. 2015;26:1601–1615. doi: 10.1091/mbc.E14-11-1559. [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Tan PK, Davis NG, Sprague GF, Payne GS. Clathrin facilitates the internalization of seven transmembrane segment receptors for mating pheromones in yeast. Journal of Cell Biology. 1993;123:1707–1716. doi: 10.1083/jcb.123.6.1707. [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Youn JY, Friesen H, Kishimoto T, Henne WM, Kurat CF, Ye W, Ceccarelli DF, Sicheri F, Kohlwein SD, McMahon HT, Andrews BJ. Dissecting BAR domain function in the yeast amphiphysins Rvs161 and Rvs167 during endocytosis. Molecular Biology of the Cell. 2010;21:3054–3069. doi: 10.1091/mbc.E10-03-0181. [DOI] [PMC free article] [PubMed] [Google Scholar]
eLife. 2016 Jun 24;5:e16036. doi: 10.7554/eLife.16036.007

Decision letter

Editor: Suzanne R Pfeffer1

In the interests of transparency, eLife includes the editorial decision letter and accompanying author responses. A lightly edited version of the letter sent to the authors after peer review is shown, indicating the most substantive concerns; minor comments are not usually included.

Thank you for submitting your article "Revisiting the role of clathrin in yeast endocytosis: Clathrin modulates vesicle scission, but not invagination shape" for consideration by eLife. Your article has been reviewed by three peer reviewers, and the evaluation has been overseen by Reviewing Editor Suzanne Pfeffer and Vivek Malhotra as the Senior Editor.

The reviewers have discussed the reviews with one another and the Reviewing Editor has drafted this decision to help you prepare a revised submission.

Summary:

This submission reports a correlative light and electron microscopy analysis of the dynamics of endocytic vesicle formation in chc1∆ yeast cells. The authors report that chc1∆ does not affect elongation or morphology of endocytic invaginations. However they describe significant persistence of Rvs167 at endocytic invaginations and a greater variability in the size of endocytic vesicles in chc1∆ cells. Based on these findings the authors propose that clathrin is not required for membrane invagination but instead regulates vesicle scission and size. Although there are some issues with interpretation of the data, the findings generally support the conclusions and will be of general interest. The work is appropriate as a Research Advance because it extends a previous study published in eLife (Picco et al., v4:e4535) by adding correlative light and EM analysis to investigate the question of clathrin function, which was not considered in the published work.

Essential revisions:

1) The authors conclude in the Results and Discussion section (first paragraph) that Sla1-GFP centroid movement in chc1∆ cells is indistinguishable from that in wild-type. However, in Figure 1B, although the rate of Sla1 inward movement is the same, there is a clear extension of movement in chc1∆ cells. This difference should be noted and addressed in the text. The observation is consistent with data in Idrissi et al. (Figure 2F, PNAS 109:2587-94. 2012) that shows an increase in Sla1 immuno-gold labeling of the longest invaginations in chc1∆ compared to wild-type cells. Considering the apparent defect in scission in chc1∆ cells, longer Sla1 invaginations are not particularly unexpected and do not present a challenge the authors' model.

2) The authors conclude from the data in Figure 2—figure supplement 1 that the detailed morphologies of membrane invaginations are the same in mutant and wild-type cells (Results and Discussion, fourth paragraph). In panel A, the equivalence of membrane angle versus invagination depth in mutant and wild-type cells is not entirely convincing. With the available data points, there could be a trend towards tubulation at shorter invagination stages in the mutant cells. Statistical analysis of the data or analysis of more mutant profiles could address this concern. An alteration in one aspect of invagination morphology does not detract from the striking anomaly in Rvs167 (scission) behavior in the absence of clathrin.

3) It is plausible that clathrin may still contribute to membrane sculpting in cells that are not subject to the same turgor pressure as yeast (and do not rely as heavily on actin for invagination). The authors should acknowledge this possibility.

4) There are many possible factors that can cause a change in vesicle scission and size and the authors do not show a direct link between clathrin and the role of Rvs167 in vesicle scission. Please state this explicitly. Additionally, the authors study endocytosis in a clathrin knockout cell line, but do not discuss how sick chc1∆ cells and how this may affect their results.

5) In the second paragraph of the Introduction, it is stated that there is diminished vesicle budding and receptor internalization in the chc1∆ background. Please provide a quantitative indication of the magnitude or extent of this decrease.

6) Please state explicitly whether the number of Sla1-GFP and Rvs167-GFP puncta that form over a given time interval in the chc1∆ yeast is equal to WT yeast. If not, the relative appearance frequency should be provided.

7) In Figure 2—figure supplement 1, the number of filled circles (chc1∆) versus open circles (WT) suggests that the endocytic structures in chc1∆ strains are more infrequent than in WT. Why?

8) The data presented and the conclusions drawn do not provide a coherent or explicit explanation for the slowed endocytosis in chc1∆ strains. The text does not discuss whether this is due to decreased nucleation or slowed maturation. The reader is left to puzzle this out for her/himself. In Figure 1D, is the slowed loss of Rvs17-GFP in the chc1∆ stain sufficient to explain diminished endocytosis because of a limiting pool of Rvs167 since it is delayed at abnormal sites in chc1∆ cells?

9) The fourth paragraph of the Results and Discussion states that "… the rate at which the invagination (marked by Sla1-GFP) grows, as well as the detailed morphology of the membrane invaginations observed by electron tomography, were the same in wild type and chc1∆ cells." But this only pertains to the ones that they see and score. If the overall number of Sla1 puncta is decreased, does this perhaps argue for another earlier function for clathrin?

10) If the main point is that Rvs167 delays at endocytic patches cause somewhat heterogeneously sized CCVs, please explain or propose how the overlying clathrin coat interfaces with this amphiphysin orthologue to prompt its discharge. Do Maribel Geli's EM mapping studies put the assembled clathrin cap in close proximity with the Rvs167 ring? Please mention that vertebrate amphiphysin binds to both clathrin and AP-2 and so it might be worth looking for similar functional properties in Rvs167.

eLife. 2016 Jun 24;5:e16036. doi: 10.7554/eLife.16036.008

Author response


Essential revisions:

1) The authors conclude in the Results and Discussion section (first paragraph) that Sla1-GFP centroid movement in chc1∆ cells is indistinguishable from that in wild-type. However, in Figure 1B, although the rate of Sla1 inward movement is the same, there is a clear extension of movement in chc1∆ cells. This difference should be noted and addressed in the text. The observation is consistent with data in Idrissi et al. (Figure 2F, PNAS 109:2587-94. 2012) that shows an increase in Sla1 immuno-gold labeling of the longest invaginations in chc1∆ compared to wild-type cells. Considering the apparent defect in scission in chc1∆ cells, longer Sla1 invaginations are not particularly unexpected and do not present a challenge the authors' model.

Thank you for pointing this out. As requested we have now noted and addressed the observed difference in the text. As you have pointed out, while the rate of movement is the same, the extent of Sla1 centroid movement is larger in chc1∆ cells. This data is consistent with the increased immunolabelling seen in Figure 2F of the Idrissi et al., 2012 paper. However, neither we, nor Idrissi et al., see any difference in the distribution of invagination depths (see Introduction, first paragraph and Results and Discussion, third paragraph). This, together with the fact that the movement of Sla1 does not end with scission, but continues with the vesicle (Picco et al., 2015), makes it more likely that the greater extent of centroid movement is explained by slowed disassembly of Sla1-GFP (Figure 1—figure supplement 1) allowing us to track patches further into the cytoplasm.

“[…] and Sla1-GFP disassembly at the end of the endocytic process was subtly slowed down (Figure 1—figure supplement 1). The Sla1-GFP centroids moved slightly further into the cell than in wild-type cells (Figure 1B), probably as a consequence of the slowed disassembly of Sla1-GFP that allowed us to track the patches in the cytoplasm for longer.”

2) The authors conclude from the data in Figure 2—figure supplement 1 that the detailed morphologies of membrane invaginations are the same in mutant and wild-type cells (Results and Discussion, fourth paragraph). In panel A, the equivalence of membrane angle versus invagination depth in mutant and wild-type cells is not entirely convincing. With the available data points, there could be a trend towards tubulation at shorter invagination stages in the mutant cells. Statistical analysis of the data or analysis of more mutant profiles could address this concern. An alteration in one aspect of invagination morphology does not detract from the striking anomaly in Rvs167 (scission) behavior in the absence of clathrin.

As requested, we have performed statistical analysis of the data shown in Figure 2—figure supplement 1A, showing that the difference between chc1∆ and wild type is not significant (p value > 0.1), thus, there is no significant trend towards tubulation at shorter invaginations.

We further realized that due to superposition of wild type and chc1∆ data points, not all wild type data points were visible, making the similarity less convincing. We have now changed the style of data point symbols so that all data points are clearly visible.

3) It is plausible that clathrin may still contribute to membrane sculpting in cells that are not subject to the same turgor pressure as yeast (and do not rely as heavily on actin for invagination). The authors should acknowledge this possibility.

Indeed, that is possible. We have added the following sentence to comment on this point:

“Clathrin has been shown to induce membrane curvature in vitro (Dannhauser and Ungewickell, 2012), and we cannot rule out that it has a membrane sculpting role in other vesicle budding events, for instance when the membrane is subjected to less pressure than the turgor of the yeast cell.”

4) There are many possible factors that can cause a change in vesicle scission and size and the authors do not show a direct link between clathrin and the role of Rvs167 in vesicle scission. Please state this explicitly.

We have added the following sentence to make clear that our study does not show any direct link between Rvs167 and clathrin.

“How clathrin modulates disassembly of Rvs167 is an open question:”

This statement then leads into the discussion on how clathrin and Rvs167 may interact, as requested in point 10.

Additionally, the authors study endocytosis in a clathrin knockout cell line, but do not discuss how sick chc1∆ cells and how this may affect their results.

The chc1∆ cells are indeed sick: Besides a reduced rate of endocytic uptake, they exhibit a strong growth phenotype and an accumulation of internal membrane structures. This phenotype has been described in detail before (Payne et al., 1985, Payne et al., 1988, Chu et al., 1996). By using a temperature sensitive allele of CHC1, it has also been shown that the reduced rate of endocytic uptake is an immediate and direct cause of clathrin deficiency, whereas the slowed cell growth and changed intracellular morphology occur later, and are likely therefore a downstream effect (Tan et al., 1992). To discuss this point, we have added the following sentences to the Introduction:

“Although deletion of clathrin heavy chain also causes a strong growth phenotype and accumulation of internal membrane compartments (Payne et al., 1988; Payne and Schekman, 1985), the reduction of receptor-mediated endocytosis is independent of these effects (Tan et al., 1993). The abnormal morphology and slow growth of clathrin deficient cells is likely a downstream, cumulative effect of disrupted clathrin-mediated vesicle formation at the trans-Golgi network, endosomes and plasma membrane (Newpher et al., 2005; Brodsky et al., 2001).“

5) In the second paragraph of the Introduction, it is stated that there is diminished vesicle budding and receptor internalization in the chc1∆ background. Please provide a quantitative indication of the magnitude or extent of this decrease.

As requested, we have added the percentage of decrease in number of endocytic events, which has been published before (Kaksonen et al., 2005, Newpher et al., 2006).

“Previous research has shown that upon deletion of clathrin heavy chain, there is a 73% reduction in the frequency of endocytic vesicle budding events (Kaksonen, Toret and Drubin, 2005; Newpher and Lemmon, 2006), which can explain the reduced rate of receptor-mediated uptake (Chu, Pishvaee and Payne, 1996; Payne et al., 1988).”

6) Please state explicitly whether the number of Sla1-GFP and Rvs167-GFP puncta that form over a given time interval in the chc1∆ yeast is equal to WT yeast. If not, the relative appearance frequency should be provided.

The number of endocytic events that form over a given time is reduced by 73% in chc1∆ (Kaksonen et al., 2005), which we now comment in the first paragraph of the Introduction. This was measured observing events marked by Sla1. We observe a comparable reduction for Rvs167 events in chc1∆. This is consistent with the observation that all Sla1-GFP punctae were found to successfully complete endocytosis in clathrin deficient cells (Newpher et al., 2006).

7) In Figure 2—figure supplement 1, the number of filled circles (chc1∆) versus open circles (WT) suggests that the endocytic structures in chc1∆ strains are more infrequent than in WT. Why?

Endocytic budding events in chc1∆ are indeed less frequent than in wild type cells, as described in responses to points 5 and 6, and thus overall there are less endocytic structures.

Furthermore, using the marker proteins Sla1 and Abp1, we found a lower fraction of endocytic structures to be invaginations and a higher fraction to be vesicles in chc1∆ compared to wild type cells (Kukulski et al., 2012, see also the Materials and methods section, subsection “Membrane ultrastructures in the correlative microscopy data set”). This difference is likely due to the slowed disassembly of the marker proteins in chc1Δ cells (Figure 1—figure supplement 1), resulting in a higher number of vesicles being detected.

8) The data presented and the conclusions drawn do not provide a coherent or explicit explanation for the slowed endocytosis in chc1∆ strains. The text does not discuss whether this is due to decreased nucleation or slowed maturation. The reader is left to puzzle this out for her/himself. In Figure 1D, is the slowed loss of Rvs17-GFP in the chc1∆ stain sufficient to explain diminished endocytosis because of a limiting pool of Rvs167 since it is delayed at abnormal sites in chc1∆ cells?

As discussed in the previous three points, there is reduced endocytosis in chc1∆ cells. Previous work suggests that this reflects a role for clathrin in the earlier stages of endocytosis, prior to the recruitment of Sla1 and the initiation of vesicle budding (Kaksonen et al., 2005 and Newpher et al., 2006). It seems unlikely that this effect is caused by a limiting pool of Rvs167. Our main conclusions relate to the later stages of endocytosis – here the subsequent membrane bending steps proceed largely normally despite the absence of clathrin. Furthermore, there seems to be a role for clathrin in regulating scission. As described in the previous three points, we have better introduced the earlier role of endocytosis, and have tried to provide a more coherent overall explanation at the end of the manuscript as follows:

“Previous work showed that clathrin has a role in initiating the vesicle budding process. Our study shows it has an additional role in modulating endocytic protein disassembly and the timing or position of the scission event and thereby the sizes of the resulting endocytic vesicles. We found no role for clathrin in sculpting the membrane during endocytic invagination in budding yeast.”

9) The fourth paragraph of the Results and Discussion states that "… the rate at which the invagination (marked by Sla1-GFP) grows, as well as the detailed morphology of the membrane invaginations observed by electron tomography, were the same in wild type and chc1∆ cells." But this only pertains to the ones that they see and score. If the overall number of Sla1 puncta is decreased, does this perhaps argue for another earlier function for clathrin?

Yes, there is an earlier function for clathrin. The role of clathrin in the early steps of endocytosis is now better discussed in the manuscript, as described also in the responses to points 5 and 8 (Introduction, first paragraph and Results and Discussion, last paragraph):

“Taken together, previous studies suggest that clathrin plays a role in initiating vesicle budding.”

Additionally, we added a sentence at the beginning of the Results and Discussion section to make clear that the endocytic events we analyze are those that successfully initiate budding.

“Although fewer endocytic sites are observed in chc1∆ cells, Sla1 marks those that successfully initiate budding (Kaksonen, Toret and Drubin, 2005;Newpher and Lemmon, 2006).”

10) If the main point is that Rvs167 delays at endocytic patches cause somewhat heterogeneously sized CCVs, please explain or propose how the overlying clathrin coat interfaces with this amphiphysin orthologue to prompt its discharge. Do Maribel Geli's EM mapping studies put the assembled clathrin cap in close proximity with the Rvs167 ring? Please mention that vertebrate amphiphysin binds to both clathrin and AP-2 and so it might be worth looking for similar functional properties in Rvs167.

We have added a paragraph discussing the possibility of protein-protein interactions between amphiphysins and clathrin, referring to the mentioned immuno-EM study as well as studies reporting binding between clathrin and amphiphysins.

“How clathrin modulates disassembly of Rvs167 is an open question: The two proteins occupy adjacent regions on the endocytic invagination (Idrissi et al., 2008), and in vertebrates, amphiphysins bind directly to clathrin and the endocytic adaptor AP-2 (McMahon, Wigge and Smith, 1997; Slepnev et al., 2000). Thus, we speculate that protein-protein interactions involving clathrin could modulate the disassembly dynamics of Rvs167, either through direct binding or recruitment of other regulatory proteins.”


Articles from eLife are provided here courtesy of eLife Sciences Publications, Ltd

RESOURCES