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Discovery of peptide ligands through docking and virtual screening at nicotinic acetylcholine receptor homology models
Leffler, Abba E; Kuryatov, Alexander; Zebroski, Henry A; Powell, Susan R; Filipenko, Petr; Hussein, Adel K; Gorson, Juliette; Heizmann, Anna; Lyskov, Sergey; Tsien, Richard W; Poget, Sebastien F; Nicke, Annette; Lindstrom, Jon; Rudy, Bernardo; Bonneau, Richard; Holford, Mande
Venom peptide toxins such as conotoxins play a critical role in the characterization of nicotinic acetylcholine receptor (nAChR) structure and function and have potential as nervous system therapeutics as well. However, the lack of solved structures of conotoxins bound to nAChRs and the large size of these peptides are barriers to their computational docking and design. We addressed these challenges in the context of the alpha4beta2 nAChR, a widespread ligand-gated ion channel in the brain and a target for nicotine addiction therapy, and the 19-residue conotoxin alpha-GID that antagonizes it. We developed a docking algorithm, ToxDock, which used ensemble-docking and extensive conformational sampling to dock alpha-GID and its analogs to an alpha4beta2 nAChR homology model. Experimental testing demonstrated that a virtual screen with ToxDock correctly identified three bioactive alpha-GID mutants (alpha-GID[A10V], alpha-GID[V13I], and alpha-GID[V13Y]) and one inactive variant (alpha-GID[A10Q]). Two mutants, alpha-GID[A10V] and alpha-GID[V13Y], had substantially reduced potency at the human alpha7 nAChR relative to alpha-GID, a desirable feature for alpha-GID analogs. The general usefulness of the docking algorithm was highlighted by redocking of peptide toxins to two ion channels and a binding protein in which the peptide toxins successfully reverted back to near-native crystallographic poses after being perturbed. Our results demonstrate that ToxDock can overcome two fundamental challenges of docking large toxin peptides to ion channel homology models, as exemplified by the alpha-GID:alpha4beta2 nAChR complex, and is extendable to other toxin peptides and ion channels. ToxDock is freely available at rosie.rosettacommons.org/tox_dock.
PMCID:5617267
PMID: 28874590
ISSN: 1091-6490
CID: 2688682
Addendum: A viral strategy for targeting and manipulating interneurons across vertebrate species
Dimidschstein, Jordane; Chen, Qian; Tremblay, Robin; Rogers, Stephanie L; Saldi, Giuseppe-Antonio; Guo, Lihua; Xu, Qing; Liu, Runpeng; Lu, Congyi; Chu, Jianhua; Avery, Michael C; Rashid, Mohammad S; Baek, Myungin; Jacob, Amanda L; Smith, Gordon B; Wilson, Daniel E; Kosche, Georg; Kruglikov, Illya; Rusielewicz, Tomasz; Kotak, Vibhakar C; Mowery, Todd M; Anderson, Stewart A; Callaway, Edward M; Dasen, Jeremy S; Fitzpatrick, David; Fossati, Valentina; Long, Michael A; Noggle, Scott; Reynolds, John H; Sanes, Dan H; Rudy, Bernardo; Feng, Guoping; Fishell, Gord
PMID: 28653689
ISSN: 1546-1726
CID: 3074092
Corrigendum: A viral strategy for targeting and manipulating interneurons across vertebrate species
Dimidschstein, Jordane; Chen, Qian; Tremblay, Robin; Rogers, Stephanie L; Saldi, Giuseppe-Antonio; Guo, Lihua; Xu, Qing; Liu, Runpeng; Lu, Congyi; Chu, Jianhua; Avery, Michael C; Rashid, Mohammad S; Baek, Myungin; Jacob, Amanda L; Smith, Gordon B; Wilson, Daniel E; Kosche, Georg; Kruglikov, Illya; Rusielewicz, Tomasz; Kotak, Vibhakar C; Mowery, Todd M; Anderson, Stewart A; Callaway, Edward M; Dasen, Jeremy S; Fitzpatrick, David; Fossati, Valentina; Long, Michael A; Noggle, Scott; Reynolds, John H; Sanes, Dan H; Rudy, Bernardo; Feng, Guoping; Fishell, Gord
PMID: 28653691
ISSN: 1546-1726
CID: 2782702
Layer-specific modulation of neocortical dendritic inhibition during active wakefulness
Munoz, William; Tremblay, Robin; Levenstein, Daniel; Rudy, Bernardo
gamma-Aminobutyric acid (GABA)ergic inputs are strategically positioned to gate synaptic integration along the dendritic arbor of pyramidal cells. However, their spatiotemporal dynamics during behavior are poorly understood. Using an optical-tagging electrophysiological approach to record and label somatostatin-expressing (Sst) interneurons (GABAergic neurons specialized for dendritic inhibition), we discovered a layer-specific modulation of their activity in behaving mice. Sst interneuron subtypes, residing in different cortical layers and innervating complementary laminar domains, exhibited opposite activity changes during transitions to active wakefulness. The relative weight of vasoactive intestinal peptide-expressing (Vip) interneuron-mediated inhibition of distinct Sst interneurons and cholinergic modulation determined their in vivo activity. These results reveal a state-dependent laminar influence of Sst interneuron-mediated inhibition, with implications for the compartmentalized regulation of dendritic signaling in the mammalian neocortex.
PMID: 28254942
ISSN: 1095-9203
CID: 2471292
A viral strategy for targeting and manipulating interneurons across vertebrate species
Dimidschstein, Jordane; Chen, Qian; Tremblay, Robin; Rogers, Stephanie L; Saldi, Giuseppe-Antonio; Guo, Lihua; Xu, Qing; Liu, Runpeng; Lu, Congyi; Chu, Jianhua; Avery, Michael C; Rashid, Mohammad S; Baek, Myungin; Jacob, Amanda L; Smith, Gordon B; Wilson, Daniel E; Kosche, Georg; Kruglikov, Illya; Rusielewicz, Tomasz; Kotak, Vibhakar C; Mowery, Todd M; Anderson, Stewart A; Callaway, Edward M; Dasen, Jeremy S; Fitzpatrick, David; Fossati, Valentina; Long, Michael A; Noggle, Scott; Reynolds, John H; Sanes, Dan H; Rudy, Bernardo; Feng, Guoping; Fishell, Gord
A fundamental impediment to understanding the brain is the availability of inexpensive and robust methods for targeting and manipulating specific neuronal populations. The need to overcome this barrier is pressing because there are considerable anatomical, physiological, cognitive and behavioral differences between mice and higher mammalian species in which it is difficult to specifically target and manipulate genetically defined functional cell types. In particular, it is unclear the degree to which insights from mouse models can shed light on the neural mechanisms that mediate cognitive functions in higher species, including humans. Here we describe a novel recombinant adeno-associated virus that restricts gene expression to GABAergic interneurons within the telencephalon. We demonstrate that the viral expression is specific and robust, allowing for morphological visualization, activity monitoring and functional manipulation of interneurons in both mice and non-genetically tractable species, thus opening the possibility to study GABAergic function in virtually any vertebrate species.
PMCID:5348112
PMID: 27798629
ISSN: 1546-1726
CID: 2297132
Strategies and Tools for Combinatorial Targeting of GABAergic Neurons in Mouse Cerebral Cortex
He, Miao; Tucciarone, Jason; Lee, SooHyun; Nigro, Maximiliano Jose; Kim, Yongsoo; Levine, Jesse Maurica; Kelly, Sean Michael; Krugikov, Illya; Wu, Priscilla; Chen, Yang; Gong, Lin; Hou, Yongjie; Osten, Pavel; Rudy, Bernardo; Huang, Z Josh
Systematic genetic access to GABAergic cell types will facilitate studying the function and development of inhibitory circuitry. However, single gene-driven recombinase lines mark relatively broad and heterogeneous cell populations. Although intersectional approaches improve precision, it remains unclear whether they can capture cell types defined by multiple features. Here we demonstrate that combinatorial genetic and viral approaches target restricted GABAergic subpopulations and cell types characterized by distinct laminar location, morphology, axonal projection, and electrophysiological properties. Intersectional embryonic transcription factor drivers allow finer fate mapping of progenitor pools that give rise to distinct GABAergic populations, including laminar cohorts. Conversion of progenitor fate restriction signals to constitutive recombinase expression enables viral targeting of cell types based on their lineage and birth time. Properly designed intersection, subtraction, conversion, and multi-color reporters enhance the precision and versatility of drivers and viral vectors. These strategies and tools will facilitate studying GABAergic neurons throughout the mouse brain.
PMCID:5223593
PMID: 27618674
ISSN: 1097-4199
CID: 2246882
Comment on "Principles of connectivity among morphologically defined cell types in adult neocortex"
Barth, Alison; Burkhalter, Andreas; Callaway, Edward M; Connors, Barry W; Cauli, Bruno; DeFelipe, Javier; Feldmeyer, Dirk; Freund, Tamas; Kawaguchi, Yasuo; Kisvarday, Zoltan; Kubota, Yoshiyuki; McBain, Chris; Oberlaender, Marcel; Rossier, Jean; Rudy, Bernardo; Staiger, Jochen F; Somogyi, Peter; Tamas, Gabor; Yuste, Rafael
Jiang et al (Research Article, 27 November 2015, aac9462) describe detailed experiments that substantially add to the knowledge of cortical microcircuitry and are unique in the number of connections reported and the quality of interneuron reconstruction. The work appeals to experts and laypersons because of the notion that it unveils new principles and provides a complete description of cortical circuits. We provide a counterbalance to the authors' claims to give those less familiar with the minutiae of cortical circuits a better sense of the contributions and the limitations of this study.
PMID: 27609882
ISSN: 1095-9203
CID: 2238722
Drosophila SLC5A11 Mediates Hunger by Regulating K+ Channel Activity
Park, Jin-Yong; Dus, Monica; Kim, Seonil; Abu, Farhan; Kanai, Makoto I; Rudy, Bernardo; Suh, Greg S B
Hunger is a powerful drive that stimulates food intake. Yet, the mechanism that determines how the energy deficits that result in hunger are represented in the brain and promote feeding is not well understood. We previously described SLC5A11-a sodium/solute co-transporter-like-(or cupcake) in Drosophila melanogaster, which is required for the fly to select a nutritive sugar over a sweeter nonnutritive sugar after periods of food deprivation. SLC5A11 acts on approximately 12 pairs of ellipsoid body (EB) R4 neurons to trigger the selection of nutritive sugars, but the underlying mechanism is not understood. Here, we report that the excitability of SLC5A11-expressing EB R4 neurons increases dramatically during starvation and that this increase is abolished in the SLC5A11 mutation. Artificial activation of SLC5A11-expresssing neurons is sufficient to promote feeding and hunger-driven behaviors; silencing these neurons has the opposite effect. Notably, SLC5A11 transcript levels in the brain increase significantly when flies are starved and decrease shortly after starved flies are refed. Furthermore, expression of SLC5A11 is sufficient for promoting hunger-driven behaviors and enhancing the excitability of SLC5A11-expressing neurons. SLC5A11 inhibits the function of the Drosophila KCNQ potassium channel in a heterologous expression system. Accordingly, a knockdown of dKCNQ expression in SLC5A11-expressing neurons produces hunger-driven behaviors even in fed flies, mimicking the overexpression of SLC5A11. We propose that starvation increases SLC5A11 expression, which enhances the excitability of SLC5A11-expressing neurons by suppressing dKCNQ channels, thereby conferring the hunger state.
PMCID:4980193
PMID: 27397890
ISSN: 1879-0445
CID: 2180102
GABAergic Interneurons in the Neocortex: From Cellular Properties to Circuits
Tremblay, Robin; Lee, Soohyun; Rudy, Bernardo
Cortical networks are composed of glutamatergic excitatory projection neurons and local GABAergic inhibitory interneurons that gate signal flow and sculpt network dynamics. Although they represent a minority of the total neocortical neuronal population, GABAergic interneurons are highly heterogeneous, forming functional classes based on their morphological, electrophysiological, and molecular features, as well as connectivity and in vivo patterns of activity. Here we review our current understanding of neocortical interneuron diversity and the properties that distinguish cell types. We then discuss how the involvement of multiple cell types, each with a specific set of cellular properties, plays a crucial role in diversifying and increasing the computational power of a relatively small number of simple circuit motifs forming cortical networks. We illustrate how recent advances in the field have shed light onto the mechanisms by which GABAergic inhibition contributes to network operations.
PMCID:4980915
PMID: 27477017
ISSN: 1097-4199
CID: 2198482
Early Somatostatin Interneuron Connectivity Mediates the Maturation of Deep Layer Cortical Circuits
Tuncdemir, Sebnem N; Wamsley, Brie; Stam, Floor J; Osakada, Fumitaka; Goulding, Martyn; Callaway, Edward M; Rudy, Bernardo; Fishell, Gord
The precise connectivity of somatostatin and parvalbumin cortical interneurons is generated during development. An understanding of how these interneuron classes incorporate into cortical circuitry is incomplete but essential to elucidate the roles they play during maturation. Here, we report that somatostatin interneurons in infragranular layers receive dense but transient innervation from thalamocortical afferents during the first postnatal week. During this period, parvalbumin interneurons and pyramidal neurons within the same layers receive weaker thalamocortical inputs, yet are strongly innervated by somatostatin interneurons. Further, upon disruption of the early (but not late) somatostatin interneuron network, the synaptic maturation of thalamocortical inputs onto parvalbumin interneurons is perturbed. These results suggest that infragranular somatostatin interneurons exhibit a transient early synaptic connectivity that is essential for the establishment of thalamic feedforward inhibition mediated by parvalbumin interneurons.
PMCID:4861073
PMID: 26844832
ISSN: 1097-4199
CID: 1933152