Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Cryo-EM structures of the channelrhodopsin ChRmine in lipid nanodiscs

View ORCID ProfileKyle Tucker, Savitha Sridharan, View ORCID ProfileHillel Adesnik, View ORCID ProfileStephen G. Brohawn
doi: https://doi.org/10.1101/2021.11.21.469454
Kyle Tucker
1Department of Molecular & Cell Biology, University of California Berkeley, Berkeley, California 94720, USA
2Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, California 94720, USA
3California Institute for Quantitative Biology (QB3), University of California, Berkeley, CA 94720, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Kyle Tucker
Savitha Sridharan
1Department of Molecular & Cell Biology, University of California Berkeley, Berkeley, California 94720, USA
2Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, California 94720, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hillel Adesnik
1Department of Molecular & Cell Biology, University of California Berkeley, Berkeley, California 94720, USA
2Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, California 94720, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Hillel Adesnik
  • For correspondence: hadesnik@berkeley.edu brohawn@berkeley.edu
Stephen G. Brohawn
1Department of Molecular & Cell Biology, University of California Berkeley, Berkeley, California 94720, USA
2Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, California 94720, USA
3California Institute for Quantitative Biology (QB3), University of California, Berkeley, CA 94720, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Stephen G. Brohawn
  • For correspondence: hadesnik@berkeley.edu brohawn@berkeley.edu
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Preview PDF
Loading

Abstract

Microbial channelrhodopsins are light-gated ion channels widely used for optogenetic manipulation of neuronal activity. ChRmine is a bacteriorhodopsin-like cation channelrhodopsin (BCCR) more closely related to ion pump rhodopsins than other channelrhodopsins. ChRmine displays unique properties favorable for optogenetics including high light sensitivity, a red-shifted activation spectrum, cation selectivity, and large photocurrents while its slow closing kinetics impede some applications. The structural basis for ChRmine function, or that of any other BCCR, is unknown. Here, we present cryo-EM structures of ChRmine in lipid nanodiscs in apo (opsin) and retinal-bound (rhodopsin) forms. The structures reveal an unprecedented trimeric architecture with a lipid filled central pore. Large electronegative cavities on either side of the membrane facilitate high conductance and selectivity for cations over protons. The retinal binding pocket structure suggests spectral and kinetic properties could be tuned with mutations and we identify ChRmine variants with two-fold increased and ten-fold decreased closing rates. These results provide insight into structural features that generate an ultra-potent microbial opsin and provide a platform for rational engineering of channelrhodopsins with improved properties that could expand the scale, depth, and precision of optogenetic manipulations.

Introduction

Rhodopsins are photoreceptor proteins divided into type I (microbial) and type II (animal) groups1–3. Rhodopsins consist of an opsin protein with seven transmembrane helices (TM1-TM7) rendered photosensitive by a covalently bound retinal chromophore2–6. Light-induced retinal isomerization results in protein conformational changes coupled to downstream functions. Animal type II rhodopsins are G-protein coupled receptors in which isomerization of 11-cis-retinal to all-trans-retinal initiates signaling through heterotrimeric G-proteins and arrestin. Microbial type I rhodopsins are more diverse; isomerization of all-trans retinal to 13-cis-retinal results in protein conformational changes that are coupled to enzymatic, ion pump, or ion channel activities in different proteins2–6.

Ion pump and ion channel rhodopsins are widely utilized in optogenetics where their heterologous expression in targeted cells enables control of membrane potential and electrical excitability with light3,7. Targeted neuronal activation is typically achieved with depolarizing cation-selective channelrhodopsins, while silencing is achieved with hyperpolarizing pumps or anion-selective channelrhodopsins3. Two decades since the initial characterization of a cation-selective channelrhodopsin (CCR) from the chlorophyte algae Chlamydomonas reinhardtii ChR18, the optogenetic toolbox has been greatly expanded by efforts to discover or engineer novel channelrhodopsins with varied properties3. Key features distinguishing channelrhodopsins include channel selectivity for different ions, kinetics of channel opening and closing, light sensitivity, spectral properties, and photocurrent magnitude. Most of the currently utilized depolarizing channelrhodopsins are derived from genes from chlorophyte algae (including ChR2/CHETA9,10, CoChR11, Chronos/ChroME11–13, and Chrimson11). However, a distinct family of channelrhodopsins was recently identified in cryptophyte algae and termed bacteriorhodopsin-like cation channelrhodopsins (BCCRs) because their sequence more closely resembled archaeal pump rhodopsins, such as Halobacterium salinarum bacteriorhodopsin, than CCRs 14–16. The mechanistic basis for BCCR channel activity in the context of higher homology to pump rhodopsins is not fully understood.

ChRmine is a BCCR discovered through structure-based sequence database mining and is distinct among optogenetic tools for its combination of high light sensitivity, cation over proton selectivity, large photocurrents, and red-shifted action spectrum17. These properties have enabled previously difficult or intractable experiments including holographic stimulation of large numbers of cortical neurons and transcranial stimulation of deep brain circuits17–19. Still, some properties of ChRmine limit its utility in certain applications, including a slow closing rate that precludes accurate command of high frequency spike trains and a broad absorbance spectrum that limits spectral multiplexing13,17. Structure-based engineering of other channelrhodopsins has successfully tuned channel properties12,13,20–23, but this approach is currently limited for ChRmine by the divergence of BCCRs from CCRs and absence of an experimentally determined ChRmine (or any BCCR) structure.

Here, we determined cryo-EM structures of ChRmine in apo (opsin) and retinal-bound (rhodopsin) forms to gain insight into the molecular determinants of channel activity in a BCCR, to better understand unique ChRmine properties, and to facilitate rational engineering of ChRmine variants to create new optogenetic tools.

Results and Discussion

We determined cryo-EM structures of full-length ChRmine in lipid nanodiscs (Fig. 1, Table S1). ChRmine was cloned with a cleavable C-terminal GFP tag, expressed in insect cells grown in the presence of 5 µM all-trans retinal, extracted and purified in detergent, and reconstituted into lipid nanodiscs formed by the scaffold protein MSP1E3D1 and a mixture of DOPE, POPC, and POPS lipids (Fig. S1).

View this table:
  • View inline
  • View popup
  • Download powerpoint
Table S1 Cryo-EM data collection, refinement, and validation statistics
Figure S1
  • Download figure
  • Open in new tab
Figure S1 ChRmine purification and nanodisc reconstitution.

(a,b) Chromatogram from a Superose 6 gel filtration of ChRmine (a) purified in DDM and (b) reconstituted into MSP1E3D1 nanodiscs. (right) Coomassie stained SDS–PAGE of pooled ChRmine-containing fractions indicated by stars above the chromatograms.

Figure 1
  • Download figure
  • Open in new tab
Figure 1 Structure of ChRmine in lipid nanodiscs.

(a) Cryo-EM map of retinal-bound ChRmine in a MSP1E3D1 nanodisc at 2.7 Å resolution viewed from (left) the membrane plane, (middle) the extracellular side, and (right) the intracellular side. Subunits are colored red, teal, or yellow; lipids are white; and the nanodisc is transparent. (b) Model shown in the same views as (a) with all-trans retinal shown as purple spheres. (c) Model and (d) cartoon illustration of a single ChRmine subunit colored blue (N-terminus) to red (C-terminus). (e) Helical arrangement and packing in the ChRmine trimer viewed from the intracellular side and clipped above the all-trans retinal.

We observed two populations of ChRmine particles distinguished by nanodisc diameter. Particles with small and large diameter nanodiscs were processed separately and generated reconstructions to 2.7 Å and 3.1 Å resolution, respectively (Fig. 1, S2, S3; Table S1). ChRmine residues 2-285 were de novo modeled into each map. Residue 2 is best modeled as an acetylalanine, consistent with common posttranslational enzymatic cleavage of the initiating methionine and acetylation of adjacent small hydrophobic residues (Fig. S4) 24. The cytoplasmic C-terminal 19 amino acids are not visible in the cryo-EM map, likely due to disorder. Both maps display clear density for one retinal and multiple lipids per subunit, while the higher resolution map from small diameter ChRmine nanodiscs showed additional density for nineteen ordered water molecules per subunit. As there are no other substantial differences between the two ATR-bound ChRmine structures (overall r.m.s.d. = 0.28 Å), we focus our discussion below on the higher resolution structure unless otherwise noted.

Figure S2
  • Download figure
  • Open in new tab
Figure S2 Cryo-EM data and validation for retinal-bound ChRmine structures.

(a) A representative micrograph and (b,c) 2D class averages for ChRmine bound to all-trans retinal. (b) Small diameter and (c) large diameter nanodiscs were identified in the same dataset and processed separately. (d,e) local resolution drawn on final maps of (d) small diameter and (e) large diameter nanodiscs. (f,g) Angular distribution of particles in the final refinements of ChRmine in (f) small diameter and (g) large diameter nanodiscs. (h,i) Fourier Shell Correlation (FSC) between (black) masked and (red) unmasked half maps from refinement used for calculating resolution at FSC=0.143 from ChRmine in (h) small diameter and (i) large diameter nanodiscs.

Figure S3
  • Download figure
  • Open in new tab
Figure S3 Cryo-EM processing pipelines.

(a,b) Cryo-EM data processing steps for (a) retinal-bound ChRmine and (b) apo-ChRmine in lipid nanodiscs. See Methods for details.

Figure S4
  • Download figure
  • Open in new tab
Figure S4 Model and cryo-EM density for retinal-bound Chrmine.

(a) View from the extracellular side of the N-terminal region of ChRmine that forms the mouth of the central pore. The position of acetylated A2 is indicated. (b) View from the (left) intracellular side and (right) the membrane plane of central pore lipid in ChRmine. The model is shown within the final cryo-EM density.

ChRmine is a homotrimer with a central pore between subunits (Fig. 1), unlike all other channelrhodopsins of known structure which are homodimers3,25. The general topology of each ChRmine subunit is typical of rhodopsins, with an extracellular N-terminal region (amino acids 2-26), seven transmembrane helices (TM1-7, amino acids 27-270), intracellular and extracellular linkers (ICL1-3 and ECL1-3), a cytoplasmic C-terminal region (Fig. 1c,d). A conserved lysine (K257) on TM7 is covalently linked to a molecule of all-trans retinal through a Schiff base. Trimerization in ChRmine is achieved through interactions between transmembrane helices, ECL1 linkers, and N-terminal regions (Fig. 1a,b,e). Association of TM1 and TM2 from one subunit with TM4 and TM5 from the neighboring subunit creates a continuous protein interface across the lipid membrane (Fig. 1e). Intersubunit grooves on the extracellular side and a pocket on the intracellular side of the transmembrane interface are occupied by ordered lipid acyl chains (Fig. 1a,b). This arrangement is analogous to ion pump rhodopsins26,27 and contrasts with other channelrhodopsin homodimers that assemble through interactions between TM3, TM4, and the N-terminal region of each subunit 28–31.

While central pores are also observed in bacteriorhodopsin pump trimers, the ChRmine central pore is distinctly shaped with a pair of constrictions separating polar extracellular and nonpolar intracellular central cavities (Fig. 2a). The hourglass-shaped pore is a consequence of uniquely structured ECL1s and N-terminal regions in ChRmine (Fig. 2b). In other channelrhodopsins of known structure, including C1C228 and Chrimson31, ECL1 forms a short two-stranded β-sheet connecting TM2 and TM3 (Fig. 2b). In ChRmine, TM2 is extended by one helical turn and TM3 is partially unwound at its N-terminal end (Fig. 2b). The intervening ECL1 is kinked into a staple-like “C” shape that projects towards the central trimer axis with residues 102-107 lining ∼15 Å of the central pore between subunits (Fig. 2b,c). G14-T23 from the N-terminal region forms a short helix and linker that caps ECL1, while A2-V13 extend another ∼15 Å into the cytoplasmic solution to form a mouth below the central pore (Fig. 2b, S4).

Figure 2
  • Download figure
  • Open in new tab
Figure 2 A lipid-filled central pore in ChRmine.

(a) View from the membrane plane of the ChRmine central pore (yellow) against the surface of two channel subunits (the front subunit is not displayed). Corresponding pore radius as a function of distance from the intracellular side is shown on the same scale. (b) Overlay of a ChRmine and a C1C2 subunit. The uniquely structured ECL1 and N-terminal region of ChRmine line the central pore. (c) Constrictions of the central pore formed by lipids and ECL1 viewed from the membrane plane and (d) from the intracellular side. (e) Electrostatic character of the central pore drawn on the ChRmine surface in the same view as (a).

Could the central pore form a conduction pathway in ChRmine and perhaps help explain its large photocurrents relative to other channelrhodopsins? The extracellular central cavity is indeed wide and electronegative as might be expected for a cation permeation path (Fig. 2e). Acetylated A2, G14, G102, and F108 carbonyls and the D17 side chain line the walls of the extracellular central cavity as it tapers from 5 Å to 1.4 Å in radius at a polar constriction formed by F104 carbonyls about one-third of the way across the membrane bilayer (Fig. 2a,c,d). However, the intracellular central cavity is nonpolar and packed with lipids that preclude ion passage (Fig. 2a,c,d,e). Hydrophobic side chains from TM2, TM3, and TM4 (including F76, F80, L118, P121, M122, Y125, Y129, A141, F144) line the walls of the intracellular central cavity as it tapers from 6 Å to 1.8 Å in radius at a hydrophobic constriction formed by I106 side chains about two-thirds of the way across the membrane. Consistent with the nonpolar environment (and analogous to ion pump rhodopsin trimers26,27,32), we observe strong tube-shaped features in this region that are well fit by three complete and tightly packed DOPE lipid molecules (Fig. 2c, S4,S5). Association of lipid acyl chains results in constrictions less than 1 Å in radius, effectively sealing the pore. The lipids are fenced in the central pore away from bulk lipids due to cytoplasmic extensions of ChRmine ICLs and C-terminal regions that form an intracellular ring connecting the three subunits (Fig. S5). Opening a central pore would therefore require dilation of the two central constrictions and breaking intersubunit interactions to permit lipids to diffuse out of the pore. We conclude the central pore is unlikely to serve as a conduction pathway in ChRmine.

Figure S5
  • Download figure
  • Open in new tab
Figure S5 Central pore lipids are occluded within the ChRmine trimer.

(a,left) Tilted view from the intracellular side of two ChRmine subunit models (red and teal) and pore lipid cryo-EM density (orange). (a, right) central pore profile is additionally shown and colored pruple. (b) Same as (a) except with cryo-EM density for ChRmine subunits and lipid nanodisc shown. Central pore lipids are occluded from bulk nanodisc lipids by intracellular extensions of ChRmine that fence the central pore from the lipid membrane. (c) Surface view of two subunits from (left) ChRmine and (right) HsBR with front subunit of each trimer removed. Bound lipids in the central pores are drawn as sticks.

Instead, ChRmine displays features consistent with a single conduction pathway within each subunit (Fig. 3). As expected, the channel is captured in a closed ground state conformation. The relative positions of TM1, TM2, TM3, and TM7 create deep extracellular and intracellular cavities for ion conduction that are only sealed from one another at the Schiff base (Fig. 3a). Comparing the presumed conduction pathway in ChRmine to other channelrhodopsins reveals differences on both sides of the membrane that contribute to distinct channel properties of ChRmine including large photocurrents and selectively for cations over protons.

Figure 3
  • Download figure
  • Open in new tab
Figure 3 The ChRmine ion conduction pathway

(a) Ion conducting pathways in ChRmine and C1C2. A single (left) ChRmine or (right) C1C2 channel subunit is shown with helices as tubes and ion conducting pathways colored purple or pink. (b-e) Zoomed in views of the ChRmine (b,c) extracellular and (d,e) intracellular cavities with key residues indicated.

First, the ChRmine extracellular cavity is wider, deeper, and more electronegative than in other channelrhodopsins (Fig. 3a). The funnel-shaped outer cavity extends from the extracellular solution to K257 and the Schiff base (Fig. 3a-c). Acidic residues including D100, D115, E154, E158, D242, E246, and D253 line the cavity walls to create a highly electronegative environment that favors interactions with cations. The funnel narrows to a single constriction ∼3 Å in diameter formed by side chains of D115, D253, Y85, Y116, and K88 just extracellular to the Schiff base (Fig. 3b,c). This contrasts with other channelrhodopsins including C1C2 and Chrimson, which have two narrow extracellular tunnels that terminate ∼5 Å below the Schiff base28,31. The differences in diameter are predominantly due to changes at three sites that correspond to the central and extracellular gates of other channelrhodopsins. First, the central gate in C1C2 (that involves S102, E129 (“E3”), and N297) is absent in Chrmine due to smaller analogous side chains (L40, A81, and S258) and differences in their relative position(Fig. 3b). Second, an outer gate constriction in C1C2 (that involves K132 and E136 (“E4”)) is structured differently in ChRmine due to smaller side chains (S84 and K88) and kinking of the adjacent TM3, which together open a larger path towards the Schiff base(Fig. 3c). Third, an additional outer gate constriction in C1C2 (that involves E140 (“E5”) and T285) is dramatically dilated in ChRmine due to extension and displacement of TM2 and rearrangement of the TM2-TM3 linker. ChRmine’s D92 is positioned ∼6 Å further away from the conduction path than the analogous residue C1C2 E140, while electronegativity of the wider ChRmine cavity is increased by the substitution of E246 in place of C1C2 T285(Fig. 3c).

The ChRmine intracellular cavity is also larger and deeper than in other channelrhodopsins (Fig. 3a). In ChRmine, three openings at the intracellular surface (between TM2 and TM3, between TM1 and TM7, and above TM2) merge into a single cavity. Acidic residues including E50, E70, D126, and E280 create an electronegative surface that favors interactions with cations (Fig. 3d,e). The cavity extends deep into the channel before terminating just intracellular to K257 and the Schiff base. This contrasts with other channelrhodopsins including C1C2 and Chrimson, which have a shorter intracellular cavity that terminates at an inner gate ∼7Å closer to the intracellular solution. The difference is predominantly due to rearrangement of the region corresponding to the intracellular gate in other channelrhodopsins. In C1C2, the intracellular gate involves Y109, E121 (“E1”), E122 (“E2”), and H173 and creates a tight seal at the end of the intracellular cavity. In ChRmine, the smaller corresponding residues L47, L73, A74, and D126 constrict the cavity to a radius of ∼1.5 Å, but do not form a tight seal (Fig. 3a,d,e).

We next consider the structure around the retinal chromophore to better understand spectral and kinetic properties of ChRmine. We focus on three aspects of this region that are unique to ChRmine and have been shown to impact light absorption and channel closing rates in other channelrhodopsins: (i) electrostatic interactions around the Schiff base, (ii) polarity around the retinal β-ionone, and (iii) packing around the retinal polyene and β-ionone moieties.

Electrostatic interactions around the protonated Schiff base are determinants of rhodopsin spectral properties. Generally, negative charge provided by the protein (a counterion) stabilizes the protonated ground state and results in blue light absorption, while the absence of negative charge or increased distance between negative charge and the Schiff base destabilizes the ground state and results in red shifted absorption. A negatively charged group typically also acts as a proton acceptor during the photocycle. ChRmine has negatively charged groups extracellular to the Schiff base like other rhodopsins, but their positioning and interaction network is distinct (Fig. 4a). In ChRmine, D115 and D253 correspond to negative charges in other channel (E162 and D292 in C1C2) and pump rhodopsins (D85 and D212 in HsBr). In C1C2, D292 acts as the proton acceptor and E162 is not required for channel function28,33 (Fig. 4b). In HsBr, D85 acts as the proton acceptor and D212 is positioned by hydrogen bonds with Y57 and Y18534 (Fig. 4c). ChRmine D253 is held by hydrogen bonds with two tyrosines (Y85 and Y116) like HsBr D212, although the second tyrosine is contributed by TM6 in HsBR and TM3 in ChRmine (Fig. 4a,c). However, due to bending and unwinding of the N-terminal end of TM3 in ChRmine, D115 is further away from the Schiff base (7.0Å) and rather forms an interaction through a water molecule positioned where the side chain carboxylates C1C2 E162 or HsBr D85 are found (Fig. 4a,b,d). This charge separation likely contributes to red-shifted spectra of ChRmine.

Figure 4
  • Download figure
  • Open in new tab
Figure 4 Schiff base chemistry and function of ChRmine variants

(a-d) Views of the area around the protonated Schiff base in (a) ChRmine, (b) C1C2, (c) HsBr, and (d) ChRmine and C1C2 overlaid. Negatively charged counterions and proton acceptors, interacting residues, and key water molecules are indicated. (e) Average photocurrents for ChRmine and mutants T119A, Y116M, and Y116W. The bar above each trace indicates a 5 ms light pulse. (f) Peak-normalized ChRmine and T119A traces illustrating the faster closing kinetics in the mutant. (g) Peak photocurrents, (h) light sensitivity, and (i) decay time constant for each channel evaluated. Values are mean ± sem for n=6,5,4, and 2 cells for ChRmine, T119A, Y116M, and Y116W, respectively. Differences assessed with one-way analysis of variance (ANOVA) with Dunnett correction for multiple comparisons (ns, not significant; ****P < 0.0001, ** P < 0.01). (i, inset) Expanded scale comparing ChRmine and T119A decay time (****P < 0.0001, Student’s two-tailed t-test).

A second determinant of rhodopsin spectral characteristics is the polarity around the retinal β-ionone ring. Electronegative binding pockets generally result in red-shifted absorption spectra, likely due to stabilization of a retinal isomerization intermediate in which charge is transferred towards the β-ionone ring31,35. In ChRmine, the pocket around the β-ionone ring is distinctly electronegative due to contributions from S149, E154, and Y113 residues (Fig. 5a-c). The red-shifted channlerhodopsin Chrimson has a comparably electronegative β-ionone pocket due to similarly positioned serine (S223) contributed from TM5 (compared to S149 contributed from TM4 in ChRmine)31. In the relatively blue-shifted C1C2, however, corresponding residues W201, A206, and Y160 are nonpolar or positioned further away from the retinal, resulting in a less electronegative retinal binding pocket28,31.

Figure 5
  • Download figure
  • Open in new tab
Figure 5 The ChRmine retinal binding pocket

(a) ChRmine viewed from the membrane plane with position of retinal binding pocket highlighted. (b) Views of the retinal binding pockets of (top) ChRmine and (bottom) Chrimson. Protein surface is colored from hydrophobic (brown) to hydrophilic (teal). (c) ChRmine retinal binding pocket with key residues drawn as sticks. (d) Overlay of ChRmine and Chrimson illustrating differences in packing environment.

The shape of the retinal binding pocket has also been shown to influence closing kinetics of other channelrhodopsins. Tight packing around the retinal polyene and β-ionone ring is correlated with fast closure, while mutations that loosen packing have been shown to slow channel closing rate, presumably by impairing coupling between retinal and protein conformational changes31,36. The retinal binding pocket is substantially less tightly packed on three sides compared to C1C2 or Chrimson, consistent with the 5-10 fold slower decay time of ChRmine. The intracellular and extracellular sides of the retinal binding pocket are formed by aromatic residues in all three opsins. In C1C2 and Chrimson, the polyene chain is sandwiched tightly between tryptophans (W163/W262 and W166/W265, respectively) along the conduction axis. In ChRmine, the extracellular tryptophan is substituted by a smaller tyrosine (Y116) and the intracellular tryptophan (W223) is displaced away from the retinal due to kinking of TM6 (Fig. 5a-c). Along the lateral axis of the pocket facing TM3 and TM4, M201 in Chrimson closely abuts the retinal and its mutation to smaller residues has been shown to decrease closing kinetics31. In ChRmine, I146 in this position does not extend as far along the polyene ring (Fig. 5d). The consequence of these three differences in the ChRmine retinal binding pocket are large gaps on three sides of the retinal between C8-C13 not observed in other channelrhodopsins. Targeting these areas with mutations to improve packing between ChRmine and the retinal could increase closing rates and provide optogenetic tools better suited for driving fast spike trains.

We generated mutations in ChRmine to test the functional impact of residues implicated in the structure as key determinants of ChRmine properties. Y116 serves several functions: it forms the top of the extracellular constriction, contributes to the counterion network by hydrogen bonding to D253, and forms part of the floor of the retinal binding pocket. Consistently, mutations Y116M and Y116W display marked altered channel function with reduced photocurrents (∼4- and 50-fold compared to wild-type ChRmine, respectively) and ∼10-fold slower closing kinetics (Fig. 4e-i). We speculated other manipulations to the counterion network and extracellular constriction could have opposing effects and increase ChRmine closing kinetics. Indeed, mutation T119A accelerated channel closing ∼2-fold without significantly impacting photocurrents or light sensitivity relative to wild-type (Fig. 4e-i). These results motivate future engineering of ChRmine variants to generate optogenetic tools with properties tuned for specific applications.

To date, there are no structures of channelrhodopsins without bound retinal and thus no information about the structural consequences of retinal binding, which could have implications for the design of functional variants. We therefore purified apo-ChRmine from cells grown without addition of all-trans retinal, reconstituted it into lipid nanodiscs, and determined its structure to 4.1 Å resolution (Figs. S6, Table S1). The lower resolution of the apo structure is due in part to fewer particles and anisotropy of the reconstruction due to preferred particle orientation and potentially an increase in overall ChRmine flexibility. The apo-ChRmine structure (consisting of residues 3-285) was modeled by combining portions de novo built into well-defined regions with portions of the ATR-bound structure docked into less well-defined regions of the map prior to structure refinement. The structures are similar overall (r.m.s.d. = 0.8 Å); no major rearrangements in the overall fold are observed (Fig. S7). However, subtle conformational changes are focused to the intracellular halves of TM1, TM5, TM6, and TM7, which bow out toward the membrane ∼0.5 Å, 1 Å, 2 Å, and 1 Å, respectively (Fig. S7). The overall effect is to expand the retinal binding pocket and loosen packing between TM6 and its neighboring helices TM5 and TM7 on the membrane facing sides. These changes may facilitate loading apo-ChRmine with retinal.

Figure S6
  • Download figure
  • Open in new tab
Figure S6 Cryo-EM data and validation for apo ChRmine structures.

(a) A representative micrograph and (b) 2D class averages for apo-ChRmine in lipid nanodiscs. (c) Angular distribution of particles in the final refinement of apo-ChRmine. (d) Local resolution drawn on final apo-ChRmine map. (e) Fourier Shell Correlation (FSC) between (black) masked and (red) unmasked half maps from refinement used for calculating resolution at FSC=0.143.

Figure S7
  • Download figure
  • Open in new tab
Figure S7 Comparison of retinal-bound and apo ChRmine structures.

(a) Overlay of retinal-bound (red) and apo (blue) ChRmine from the membrane plane and (b) from the intracellular side. Positions and relative movements of transmembrane helices are indicated.

During preparation of this manuscript, an independent report of a retinal-bound ChRmine structure determined in detergent micelles and in complex with antibody fragments to 2.0 Å resolution was posted37. Two substantial differences are observed between that structure and the ones reported here. The first is around the extracellular N-terminal region and is unlikely to have significant functional consequences. We expressed ChRmine without N-terminal modifications and found N-terminal regions from each subunit form a closed ring at the extracellular side of the central pore. This region is not observed in the detergent-solubilized structure37. The most likely reason for this difference is that additional residues from an N-terminal epitope tag cannot fit within the N-terminal ring reported here, resulting in local disorder. The second difference is in the central pore and has major consequences for functional interpretation. We determined ChRmine structures in lipid nanodiscs and observed tightly packed lipids in the hydrophobic intracellular cavity of the central pore that preclude ion conduction. This observation is consistent with structures of trimeric ion pump rhodopsins that have similar lipid-filled central pores. In contrast, lipids are not modeled in the central pore of the detergent solubilized structure37. The most likely reason for this difference is that centrally bound lipids are extracted or replaced by less ordered detergent molecules when ChRmine is solubilized in detergent micelles. In the absence of centrally bound lipids, the central pore was predicted to form an ion conduction path that could open upon retinal isomerization and dilation of the F104 and I106 constrictions37. We conclude central conduction in trimeric ChRmine is unlikely for several reasons: (1) similarity to other trimeric pump rhodopsins, the hydrophobic nature of the pore, and (3) the presence of clearly resolved lipids in the structure of ChRmine reconstituted into lipid nanodiscs reported here.

Together, our results provide insight into the unique structure and functional properties of ChRmine and suggest design principles for new and improved channelrhodopsins. ChRmine adopts a novel trimeric architecture with a lipid-filled central pore. We conclude that Chrmine’s exceptionally large photocurrents are not due to additional conduction pathways relative to dimeric CCR channelrhodopsins, but rather due to differences along the canonical conduction pathway within each subunit that expand and deepen cavities on either side of the membrane. Additionally, the three conduction paths per functional ChRmine channel compared to two in CCRs could contribute to larger photocurrents. We propose ChRmine’s red-shifted action spectrum and slow closing kinetics are primarily determined by a large Schiff base-counterion separation and a loosely-packed electronegative retinal binding pocket. Targeted mutations to manipulate these properties are likely to generate new optogenetic tools that maintain the favorable photocurrents and sensitivity of ChRmine while narrowing its absorbance spectrum and increasing closing rate. Such tools could enable new experiments including large-scale or deep-tissue optogenetics and manipulations in challenging models such as primates.

Methods

Cloning and Protein Expression

The coding sequence for ChRmine protein was cloned into a custom vector based on the pACEBAC1 backbone (MultiBac; Geneva Biotech, Geneva, Switzerland) with an added C-terminal PreScission protease (PPX) cleavage site, linker sequence, superfolder GFP (sfGFP), and 7xHis tag to generate the construct ChRmine-LNS-LEVLFQGP-SRGGSGAAAGSGSGS-sfGFP-GSS-7xHis for expression in insect cells.

The ChRmine construct was transformed into DH10Bac E. coli to generate a bacmid according to the manufacturer’s instructions. Subsequent steps used Spodopetera frugiperda SF9 cells cultured in ESF 921 medium (Expression Systems, Davis, CA). Bacmid was transfected into adherent SF9 cells using the Escort IV (MillaporeSigma, Burlington, MA) to produce P1 virus. P1 virus was used to infect SF9 cells in suspension at 2 million cells/mL at a multiplicity of infection (MOI) ∼0.1 to generate P2 virus. Infection was monitored by fluorescence and P2 virus was harvested 48-72 hours post infection. P3 virus was generated in a similar manner. P3 viral stock was then used to infect Sf9 cells at 2-4 million cells/mL at a MOI ∼2–5 for large scale protein expression. For ATR-bound ChRmine samples, 5 µM all-trans retinal (ATR) was added to media 48 hours post infection and cells continued to grow for an additional 12-16 hrs. Cells were harvested by centrifugation at 5000 x g for 15 minutes, flash-frozen in liquid nitrogen, and stored at −80°C.

Protein Purification

Cells from 0.5-1 L of culture (∼7.5-15 mL cell pellet) were thawed and resuspended in 100 mL of lysis buffer (50 mM Tris, 150 mM NaCl, 1mM EDTA pH 8). Protease inhibitors (final concentrations: E64 (1 µM), Pepstatin A (1 µg/mL), Soy Trypsin Inhibitor (10 µg/mL), Benzimidine (1 mM), Aprotinin (1 µg/mL), Leupeptin (1µg/mL), AEBSF (1mM), and PMSF (1mM)) were added immediately before use and Benzonase (4 µl) was added after the cell pellet thawed. Cells were lysed by sonication and membranes pelleted by centrifugation at 150,000 x g for 45 minutes. The supernatant was discarded and membrane pellets were scooped into a dounce homogenizer containing extraction buffer (50 mM Tris, 150 mM NaCl, 1 mM EDTA, 1% n-Dodecyl-β-D-Maltopyranoside (DDM, Anatrace, Maumee, OH), pH 8). A 10% solution of DDM was dissolved and clarified by bath sonication in 200 mM Tris pH 8 prior to addition to buffer to the indicated final concentration. Membrane pellets were homogenized in extraction buffer and this mixture (150 mL final volume) was gently stirred at 4°C for 1-2 hr. The extraction mixture was centrifuged at 33,000 x g for 45 minutes and the supernatant, containing solubilized ChRmine, was bound to 5 mL of Sepharose resin coupled to anti-GFP nanobody for 1-2 hour at 4°C. The resin was collected in a column and washed with 10 mL of buffer 1 (20 mM Tris, 150 mM NaCl, 1 mM EDTA, 0.025% DDM, pH 7.4), 40 mL of buffer 2 (20 mM Tris, 150 mM NaCl, 0.025% DDM, pH 7.5), and 10 mL of buffer 1. The resin was then resuspended in 6 mL of buffer 1 with 0.5 mg of PPX and rocked gently in a concial tube overnight at 4°C. Cleaved ChRmine protein was then eluted with an additional 8 mL of buffer 1, spin concentrated to 500 µl with a 10 kDa cutoff Amicon Ultra spin concentrator (Millipore), and then loaded onto a Superose 6 increase column (GE Healthcare, Chicago, IL) on an NGC system (Bio-Rad, Hercules, CA) equilibrated in buffer 3 (20 mM Tris, 150 mM NaCl, 0.025% DDM, pH 7.4). Peak fractions containing ChRmine were collected and spin concentrated prior to incorporation into MSP1E3D1 nanodiscs.

Nanodisc Reconstitution

Freshly purified ChRmine in buffer 3 was reconstituted into nanodiscs formed by the scaffold protein MSP1E3D1 and a mixture of lipids (DOPE:POPS:POPC at a 2:1:1 molar ratio, Avanti, Alabaster, Alabama) at a final molar ratio of 1:4:400 (monomer ratio: ChRmine, MSP1E3D1, lipid mixture). Final concentrations were 20uM ChRmine, 80uM MSP1E3D1, 8mM lipid mix, and 5mM DDM in buffer (20mM Tris pH 7.5, 150mM NaCl). Lipids solubilized in buffer (20mM Tris, 150mM NaCl, pH 7.5) and DDM detergent were first added to ChRmine protein and incubated at 4°C for 30 minutes. Purified MSP1E3D1 (prepared as described without His-tag cleavage) was then added and the solution was mixed at 4°C for 10 minutes before addition of 100 mg of Biobeads SM2 (Bio-Rad). Biobeads were washed into methanol, water, and then buffer and weighed after liquid was removed by a P1000 tip prior to use. This final mixture was gently tumbled at 4°C for ∼12 hrs. Supernatant was cleared of beads by letting large beads settle and carefully removing liquid with a pipette. The sample was spun for 10 minutes at 21,000 x g before loading onto a Superose 6 increase column in 20 mM Tris, 150 mM NaCl, pH 7.5. Peak fractions corresponding to ChRmine protein in MSP1E3D1 were collected for grid preparation.

Cryo-EM Grid Preparation

ChRmine in nanosdiscs was concentrated (10 kDa cutoff) to 2.5 or 14.4 mg ml−1 for apo and ATR-bound samples, respectively, and cleared by centrifugation at 21,000 x g for 15 min at 4 °C prior to grid preparation. A 3-µl drop of protein was applied to freshly glow discharged Holey Carbon, 300 mesh R 1.2/1.3 gold grids (Quantifoil). Samples were plunge frozen in liquid nitrogen cooled liquid ethane using a FEI Vitrobot Mark IV (Thermo Fisher Scientific) at 4 °C, 100% humidity, 1 blot force, ∼5 s wait time, and 3 s blot time.

Cryo-EM Data Acquisition

Grids were clipped and transferred to a 200 kV Talos Arctica microscope. Fifty frame videos were recorded on a Gatan K3 Summit direct electron detector in super-resolution counting mode with pixel size of 0.5685 Å. The electron dose was 1 e− (Å2 s)−1 and total dose was 50 e- (Å2)-1. Nine movies were collected around a central hole position with image shift and defocus was varied from −0.6 to −2.0 µm through SerialEM38. Apo-chRmine was collected with a 0.4um offset from hole center due to higher particle distribution along the carbon edge. See Table 1 for data collection statistics.

Cryo-EM Data Processing

For ATR-bound ChRmine, motion correction and dose weighting were performed on 10,900 movies using RELION 3.1’s implementation of MotionCor2 and twice ‘binned’ to 1.137 Å per pixel39–41. Contrast transfer function parameters were fit with CTFFIND 4.142. 8,444,523 particles were template-based autopicked from movies CTF fit to 3.7 Å or better, extracted at a 220 pixel box size, and transferred to cryoSPARC v343,44. After iterative rounds of 2D classification and three class ab initio jobs, two distinct ChRmine particle sets emerged with 192,008 particles in large diameter nanodiscs and 162,477 particles in small diameter nanodiscs. The large and small diameter particle sets were refined separately using non-uniform refinement to a nominal resolution of 3.9 Å and 3.1 Å, respectively.

The small diameter nanodisc particle set was transferred to RELION3.1 for initial Bayesian polishing followed by CTF refinement and a second round of Bayesian polishing. Particles were then imported into cryosparc and subjected to five additional rounds of 2D classification resulting in a final set of 81,839 particles. An ab initio reconstruction was performed to provide an initial volume and subsequent non-uniform refinement with C3 symmetry imposed resulted in a final map at 2.7 Å nominal resolution.

The large nanodisc particle set was further 2D classified for three additional rounds to remove junk, low quality, and damaged particles. This resulted in a final set of 105,606 particles which were subjected to ab initio reconstruction and non-uniform refinement with C3 symmetry imposed to generate a 3.2 Å resolution map. These particles were then transferred back to RELION3.1 for two rounds of CTF refinement and Bayesian polishing before being re-imported into cryoSPARC and two-dimensionally classified. Ab initio reconstruction and subsequent non-uniform refinement with C3 symmetry imposed on a final 100,946 particle set resulted in a final map at 3.1Å nominal resolution.

For apo-ChRmine, patch motion correction was performed on 5,339 movies using cryoSPARC v2 and later twice ‘binned’ to 1.137 Å per pixel. Contrast transfer function parameters were estimated with patch-based CTF and used to eliminate poor quality data, resulting in 3704 movies. Particles were automatically picked using cryoSPARC’s blob picker and the resulting good classes were used for the template-based autopicking of 4,431,227 particles. These particles were extracted at a box size of 220 pixels and two-dimensionally classified yielding 260,305 particles. Subsequently, particles were primarily two-dimensionally classified with the exception of three ab initio jobs using five and four classes. Iterative classification resulted in 41,053 particles. After iterative rounds of two- and three-dimension classification a final set of particles were used to non-uniform refinement to achieve a resolution of 4.1 Å.

UCSF pyem tools were used to convert data from cryoSPARC to RELION format.

Modeling, Refinement, and Analysis

Cryo-EM maps were sharpened in cryoSPARC and used to build models de novo in Coot45. Models were refined in Phenix46 and assessed for proper stereochemistry and geometry using Molprobity47. Structural analysis and figure preparation were performed with ChimeraX48, HOLE49, DALI50, PyMOL, JalView51, Prism 8, and Adobe Photoshop and Illustrator software.

Electrophysiology

Chinese hamster ovary (CHO) cells were transfected with either wild-type or mutant ChRmine fused to surface expression (SE) and endoplasmic-reticulum export (ER) motifs and tagged with the fluorophore mRuby2 fused to the proximal clustering, soma-targeting (ST) domain of the potassium channel Kv2.1(SE-ChRmine-mRuby2-ST-ER). 1-2 days after transfection, photostimulation of cells was performed at 510nm using a Spectra X light engine (Lumencor). Patch pipettes of 4-6 MOhm resistance were pulled from borosilicate glass filaments (Sutter Instruments) and filled with K-gluconate solution (in mM: 110 K-gluconate, 10, HEPES, 1 EGTA, 20 KCl, 2MgCl2, 2 Na2ATP, 0.25 Na3GTP,10 Phosphocreatine,295 mOsm,pH=7.45). Data was recorded at 20 kHz using 700b Multiclamp Axon Amplifier (Molecular Devices). All data was acquired and analyzed with custom code written in Matlab. Currents were measured at a holding potential of −60 mV. The time to peak current was measured from average currents and decay time constants were measured by fitting the traces from stimuli offset to a single exponential.

Data Availability

For ATR-bound ChRmine in small diameter and large diameter nanodiscs the final models are in the PDB under 7SFK and 7SFJ, the final maps are in the Electron Microscopy Data Bank (EMDB) under EMD-25091 and EMD-25079, and the original micrograph movies and final particle stacks are in the Electron Microscopy Public Image Archive (EMPIAR) under EMPIAR-xxxxx. For apo-ChRmine, the final model is in the PDB under 7SHS, the final map is in the Electron Microscopy Data Bank (EMDB) under EMD-25135, and the original micrograph movies and final particle stack is in the Electron Microscopy Public Image Archive (EMPIAR) under EMPIAR-xxxxx.

Author Contributions

K.T. designed and performed all biochemistry and cryo-EM experiments. K.T. performed all cryo-EM data processing. K.T. and S.G.B. modeled and refined the structure. S.S. designed, performed, and analyzed all electrophysiology experiments. H.A. and S.G.B. conceived of and supervised the project. S.G.B. and K.T. wrote the manuscript with input from all authors.

Acknowledgements

We thank J. Remis, D. Toso, and P. Tobias for microscope and computational support at the Cal-Cryo facility. We thank members of the Brohawn and Adesnik laboratories for discussions and feedback on the manuscript. H.A. and S.G.B. are New York Stem Cell Foundation-Robertson Neuroscience Investigators. This work was funded by an NSF Graduate Research Fellowship and a UC Berkeley Chancellor’s Fellowship (K.T); NIH grant UF1NS107574 (H.A.) and the New York Stem Cell Foundation (H.A. and S.G.B.); and NIGMS grant GM123496, a McKnight Foundation Scholar Award, a Sloan Research Fellowship, a Winkler Family Scholar Award (to S.G.B.).

References

  1. 1.↵
    Zhang, F. et al. The Microbial Opsin Family of Optogenetic Tools. Cell 147, 1446–1457 (2011).
    OpenUrlCrossRefPubMedWeb of Science
  2. 2.↵
    Govorunova, E. G., Sineshchekov, O. A., Li, H. & Spudich, J. L. Microbial Rhodopsins: Diversity, Mechanisms, and Optogenetic Applications. Annu Rev Biochem 86, 1–28 (2014).
    OpenUrl
  3. 3.↵
    Deisseroth, K. & Hegemann, P. The form and function of channelrhodopsin. Science (New York, NY) 357, eaan5544–11 (2017).
    OpenUrl
  4. 4.
    Ernst, O. P. et al. Microbial and Animal Rhodopsins: Structures, Functions, and Molecular Mechanisms. Chem Rev 114, 126–163 (2014).
    OpenUrlCrossRefPubMedWeb of Science
  5. 5.
    Schneider, F., Grimm, C. & Hegemann, P. Biophysics of Channelrhodopsin. Annu Rev Biophys 44, 167–186 (2015).
    OpenUrlCrossRefPubMed
  6. 6.↵
    Kandori, H. Biophysics of rhodopsins and optogenetics. Biophysical Rev 12, 355–361 (2020).
    OpenUrl
  7. 7.↵
    Fenno, L., Yizhar, O. & Deisseroth, K. The Development and Application of Optogenetics. Annual Review of Neuroscience 34, 389–412 (2011).
    OpenUrlCrossRefPubMedWeb of Science
  8. 8.↵
    Nagel, G. et al. Channelrhodopsin-1: A Light-Gated Proton Channel in Green Algae. Science 296, 2395–2398 (2002).
    OpenUrlAbstract/FREE Full Text
  9. 9.↵
    Nagel, G. et al. Channelrhodopsin-2, a directly light-gated cation-selective membrane channel. Proc National Acad Sci 100, 13940–13945 (2003).
    OpenUrlAbstract/FREE Full Text
  10. 10.↵
    Gunaydin, L. A. et al. Ultrafast optogenetic control. Nature Neuroscience 13, 387–392 (2010).
    OpenUrlCrossRefPubMedWeb of Science
  11. 11.↵
    Klapoetke, N. C. et al. Independent optical excitation of distinct neural populations. Nature Methods 11, 338–346 (2014).
    OpenUrl
  12. 12.↵
    Mardinly, A. R. et al. Precise multimodal optical control of neural ensemble activity. Nature Neuroscience 21, 881–893 (2018).
    OpenUrlCrossRefPubMed
  13. 13.↵
    Sridharan, S. et al. High performance microbial opsins for spatially and temporally precise perturbations of large neuronal networks. Biorxiv 2021.04.01.438134 (2021) doi:10.1101/2021.04.01.438134.
    OpenUrlAbstract/FREE Full Text
  14. 14.↵
    Govorunova, E. G., Sineshchekov, O. A. & Spudich, J. L. Structurally Distinct Cation Channelrhodopsins from Cryptophyte Algae. Biophys J 110, 2302–2304 (2016).
    OpenUrlCrossRefPubMed
  15. 15.
    Yamauchi, Y. et al. Molecular properties of a DTD channelrhodopsin from Guillardia theta. Biophysics Physicobiology 14, 57–66 (2017).
    OpenUrl
  16. 16.↵
    Sineshchekov, O. A., Govorunova, E. G., Li, H. & Spudich, J. L. Bacteriorhodopsin-like channelrhodopsins: Alternative mechanism for control of cation conductance. Proc National Acad Sci 114, E9512–E9519 (2017).
    OpenUrlAbstract/FREE Full Text
  17. 17.↵
    Marshel, J. H. et al. Cortical layer–specific critical dynamics triggering perception. Science 365, eaaw5202 (2019).
    OpenUrlAbstract/FREE Full Text
  18. 18.
    Chen, R. et al. Deep brain optogenetics without intracranial surgery. Nat Biotechnol 39, 161–164 (2021).
    OpenUrl
  19. 19.↵
    Matsubara, T. et al. Remote control of neural function by X-ray-induced scintillation. Nat Commun 12, 4478 (2021).
    OpenUrl
  20. 20.↵
    Wietek, J. et al. Conversion of Channelrhodopsin into a Light-Gated Chloride Channel. Science 344, 409–412 (2014).
    OpenUrlAbstract/FREE Full Text
  21. 21.
    Berndt, A., Lee, S. Y., Ramakrishnan, C. & Deisseroth, K. Structure-Guided Transformation of Channelrhodopsin into a Light-Activated Chloride Channel. Science 344, 420–424 (2014).
    OpenUrlAbstract/FREE Full Text
  22. 22.
    Berndt, A. et al. Structural foundations of optogenetics: Determinants of channelrhodopsin ion selectivity. Proc National Acad Sci 113, 822–829 (2016).
    OpenUrlAbstract/FREE Full Text
  23. 23.↵
    Rappleye, M. & Berndt, A. Structural basis for ion selectivity and engineering in channelrhodopsins. Curr Opin Struc Biol 57, 176–184 (2019).
    OpenUrl
  24. 24.↵
    Wingfield, P. T. N-Terminal Methionine Processing. Curr Protoc Protein Sci 88, 6.14.1-6.14.3 (2017).
    OpenUrl
  25. 25.↵
    Kato, H. E. Optogenetics, Light-Sensing Proteins and Their Applications in Neuroscience and Beyond. Adv Exp Med Biol 1293, 35–53 (2021).
    OpenUrl
  26. 26.↵
    Kolbe, M., Besir, H., Essen, L.-O. & Oesterhelt, D. Structure of the Light-Driven Chloride Pump Halorhodopsin at 1.8 Å Resolution. Science 288, 1390–1396 (2000).
    OpenUrlAbstract/FREE Full Text
  27. 27.↵
    Pebay-Peyroula, E., Rummel, G., Rosenbusch, J. P. & Landau, E. M. X-ray Structure of Bacteriorhodopsin at 2.5 Angstroms from Microcrystals Grown in Lipidic Cubic Phases. Science 277, 1676–1681 (1997).
    OpenUrlAbstract/FREE Full Text
  28. 28.↵
    Kato, H. E. et al. Crystal structure of the channelrhodopsin light-gated cation channel. Nature 482, 369–374 (2012).
    OpenUrlCrossRefPubMedWeb of Science
  29. 29.
    Volkov, O. et al. Structural insights into ion conduction by channelrhodopsin 2. Science 358, eaan8862 (2017).
    OpenUrlAbstract/FREE Full Text
  30. 30.
    Kim, Y. S. et al. Crystal structure of the natural anion-conducting channelrhodopsin GtACR1. Nature 561, 1–19 (2018).
    OpenUrl
  31. 31.↵
    Oda, K. et al. Crystal structure of the red light-activated channelrhodopsin Chrimson. Nature Communications 9, 536–11 (2018).
    OpenUrl
  32. 32.↵
    Hasegawa, N., Jonotsuka, H., Miki, K. & Takeda, K. X-ray structure analysis of bacteriorhodopsin at 1.3 Å resolution. Sci Rep-uk 8, 13123 (2018).
    OpenUrl
  33. 33.↵
    Lórenz-Fonfría, V. A. et al. Transient protonation changes in channelrhodopsin-2 and their relevance to channel gating. Proc National Acad Sci 110, E1273–E1281 (2013).
    OpenUrlAbstract/FREE Full Text
  34. 34.↵
    Gerwert, K., Souvignier, G. & Hess, B. Simultaneous monitoring of light-induced changes in protein side-group protonation, chromophore isomerization, and backbone motion of bacteriorhodopsin by time-resolved Fourier-transform infrared spectroscopy. Proc National Acad Sci 87, 9774–9778 (1990).
    OpenUrlAbstract/FREE Full Text
  35. 35.↵
    Rajamani, R., Lin, Y. & Gao, J. The opsin shift and mechanism of spectral tuning in rhodopsin. J Comput Chem 32, 854–865 (2011).
    OpenUrlCrossRefPubMed
  36. 36.↵
    Kato, H. E. et al. Atomistic design of microbial opsin-based blue-shifted optogenetics tools. Nat Commun 6, 7177 (2015).
    OpenUrlCrossRefPubMed
  37. 37.↵
    Kishi, K. E. et al. Structural basis for channel conduction in the pump-like channelrhodopsin ChRmine. Biorxiv 2021.08.15.456392 (2021) doi:10.1101/2021.08.15.456392.
    OpenUrlAbstract/FREE Full Text
  38. 38.↵
    Mastronarde, D. N. Automated electron microscope tomography using robust prediction of specimen movements. Journal of structural biology 152, 36–51 (2005).
    OpenUrlCrossRefPubMedWeb of Science
  39. 39.↵
    Zheng, S. Q. et al. MotionCor2: anisotropic correction of beam-induced motion for improved cryo-electron microscopy. Nature Methods 14, 331–332 (2017).
    OpenUrl
  40. 40.
    Zivanov, J., Nakane, T. & Scheres, S. H. W. A Bayesian approach to beam-induced motion correction in cryo-EM single-particle analysis. IUCrJ 6, 5–17 (2019).
    OpenUrlCrossRefPubMed
  41. 41.↵
    Zivanov, J. et al. New tools for automated high-resolution cryo-EM structure determination in RELION-3. eLife 7, 163 (2018).
    OpenUrlCrossRef
  42. 42.↵
    Rohou, A. & Grigorieff, N. CTFFIND4: Fast and accurate defocus estimation from electron micrographs. Journal of structural biology 192, 216–221 (2015).
    OpenUrlCrossRefPubMed
  43. 43.↵
    Punjani, A., Rubinstein, J. L., Fleet, D. J. & Brubaker, M. A. cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination. Nature Methods 14, 290–296 (2017).
    OpenUrl
  44. 44.↵
    Punjani, A., Zhang, H. & Fleet, D. J. Non-uniform refinement: adaptive regularization improves single-particle cryo-EM reconstruction. Nat Methods 17, 1214–1221 (2020).
    OpenUrlCrossRefPubMed
  45. 45.↵
    Emsley, P., Lohkamp, B., Scott, W. G. & Cowtan, K. Features and development of Coot. Acta crystallographica Section D, Biological crystallography 66, 486–501 (2010).
    OpenUrlCrossRefPubMedWeb of Science
  46. 46.↵
    Liebschner, D. et al. Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix. Acta crystallographica. Section D, Structural biology 75, 861–877 (2019).
    OpenUrlCrossRef
  47. 47.↵
    Williams, C. J. et al. MolProbity: More and better reference data for improved all-atom structure validation. Protein science : a publication of the Protein Society 27, 293–315 (2018).
    OpenUrl
  48. 48.↵
    Goddard, T. D. et al. UCSF ChimeraX: Meeting modern challenges in visualization and analysis. Protein science : a publication of the Protein Society 27, 14–25 (2018).
    OpenUrl
  49. 49.↵
    Smart, O. S., Neduvelil, J. G., Wang, X., Wallace, B. A. & Sansom, M. S. HOLE: a program for the analysis of the pore dimensions of ion channel structural models. Journal of molecular graphics 14, 354-60–376 (1996).
    OpenUrl
  50. 50.↵
    Holm, L. & Sander, C. Dali: a network tool for protein structure comparison. Trends in Biochemical Sciences 20, 478–480 (1995).
    OpenUrlCrossRefPubMedWeb of Science
  51. 51.↵
    Waterhouse, A. M., Procter, J. B., Martin, D. M. A., Clamp, M. & Barton, G. J. Jalview Version 2--a multiple sequence alignment editor and analysis workbench. Bioinformatics (Oxford, England) 25, 1189–1191 (2009).
    OpenUrlCrossRefPubMedWeb of Science
Back to top
PreviousNext
Posted November 22, 2021.
Download PDF
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Cryo-EM structures of the channelrhodopsin ChRmine in lipid nanodiscs
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Cryo-EM structures of the channelrhodopsin ChRmine in lipid nanodiscs
Kyle Tucker, Savitha Sridharan, Hillel Adesnik, Stephen G. Brohawn
bioRxiv 2021.11.21.469454; doi: https://doi.org/10.1101/2021.11.21.469454
Reddit logo Twitter logo Facebook logo LinkedIn logo Mendeley logo
Citation Tools
Cryo-EM structures of the channelrhodopsin ChRmine in lipid nanodiscs
Kyle Tucker, Savitha Sridharan, Hillel Adesnik, Stephen G. Brohawn
bioRxiv 2021.11.21.469454; doi: https://doi.org/10.1101/2021.11.21.469454

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Neuroscience
Subject Areas
All Articles
  • Animal Behavior and Cognition (4229)
  • Biochemistry (9118)
  • Bioengineering (6753)
  • Bioinformatics (23949)
  • Biophysics (12103)
  • Cancer Biology (9498)
  • Cell Biology (13746)
  • Clinical Trials (138)
  • Developmental Biology (7618)
  • Ecology (11666)
  • Epidemiology (2066)
  • Evolutionary Biology (15479)
  • Genetics (10621)
  • Genomics (14298)
  • Immunology (9468)
  • Microbiology (22808)
  • Molecular Biology (9083)
  • Neuroscience (48900)
  • Paleontology (355)
  • Pathology (1479)
  • Pharmacology and Toxicology (2566)
  • Physiology (3827)
  • Plant Biology (8320)
  • Scientific Communication and Education (1467)
  • Synthetic Biology (2294)
  • Systems Biology (6172)
  • Zoology (1297)