Probabilistic functional tractography of the human cortex revisited

In patients with pharmaco-resistant focal epilepsies investigated with intracranial electroencephalography (iEEG), direct electrical stimulations of a cortical region induce cortico-cortical evoked potentials (CCEP) in distant cerebral cortex, which properties can be used to infer large scale brain connectivity. In 2013, we proposed a new probabilistic functional tractography methodology to study human brain connectivity. We have now been revisiting this method in the F-TRACT project (f-tract.eu) by developing a large multicenter CCEP database of several thousand stimulation runs performed in several hundred patients, and associated processing tools to create a probabilistic atlas of human cortico-cortical connections. Here, we wish to present a snapshot of the methods and data of F-TRACT using a pool of 213 epilepsy patients, all studied by stereo-encephalography with intracerebral depth electrodes. The CCEPs were processed using an automated pipeline with the following consecutive steps: detection of each stimulation run from stimulation artifacts in raw intracranial EEG (iEEG) files, bad channels detection with a machine learning approach, model-based stimulation artifact correction, robust averaging over stimulation pulses. Effective connectivity between the stimulated and recording areas is then inferred from the properties of the first CCEP component, i.e. onset and peak latency, amplitude, duration and integral of the significant part. Finally, group statistics of CCEP features are implemented for each brain parcel explored by iEEG electrodes. The localization (coordinates, white/gray matter relative positioning) of electrode contacts were obtained from imaging data (anatomical MRI or CT scans before and after electrodes implantation). The iEEG contacts were repositioned in different brain parcellations from the segmentation of patients' anatomical MRI or from templates in the MNI coordinate system. The F-TRACT database using the first pool of 213 patients provided connectivity probability values for 95% of possible intrahemispheric and 56% of interhemispheric connections and CCEP features for 78% of intrahemisheric and 14% of interhemispheric connections. In this report, we show some examples of anatomo-functional connectivity matrices, and associated directional maps. We also indicate how CCEP features, especially latencies, are related to spatial distances, and allow estimating the velocity distribution of neuronal signals at a large scale. Finally, we describe the impact on the estimated connectivity of the stimulation charge and of the contact localization according to the white or gray matter. The most relevant maps for the scientific community are available for download on f-tract. eu (David et al., 2017) and will be regularly updated during the following months with the addition of more data in the F-TRACT database. This will provide an unprecedented knowledge on the dynamical properties of large fiber tracts in human.Peer reviewe

Etudes moléculaires du canal potassique sensible a l'ATP : "gating", pathologie et optogénétique

ATP-sensitive K+ (KATP) channels are ubiquitous channels designed to couple excitability to cellular energy. They perform this function by sensing the relative levels of the intracellular nucleotides ATP and ADP; with ATP blocking the channel and ADP activating it. Additionally, the phospholipid phosphatidylinositol 4,5-bisphosphate (PIP2) is known to be a strong regulator of KATP channels. These channels are present in many excitable tissues and involved in many physiological functions. The aim of this thesis is to design a light dependent block of the KATP channel, in order to control its activity and have it under optical control while at the same time retaining its native properties. This was accomplished by mutating specific residues to cysteines. This light dependent blocked KATP channel, could be used to regulate action potentials with light to tune diverse aspects of cellular electrophysiology and potentially photo-pharmacology treatment. We also performed a functional mapping of the Kir6.2 channel gate(s) under the control of membrane proteins interacting with the N-terminal domain. This was performed by using a unique artificial gate Kir6.2 channel formed by fusing a GPCR C-terminus to the Kir6.2 N terminus. Crystallographic structures and functional characterizations of potassium channels demonstrated the presence of two gates in the transmembrane domains: the selectivity filter and the "A" gate at the cytoplasmic interface, and a third gate in the cytoplasmic domain of Kir channels known as the G loop gate. Unexpectedly, our results demonstrated that several gates could be involved suggesting a concerted mechanism. Finally, we characterized two single-point mutations in the ABCC9 gene encoding SUR2, that are associated with Cantu syndrome (CS). These mutations are localized in transmembrane domain 0 (TMD0) of SUR2A, an essential domain which mediates the interaction between Kir6.2 and SUR within the K-ATP channel complex. Results suggest that the two mutations cause KATP channel hyperactivity through two divergent mechanisms: (1) a decreased sensitivity to ATP inhibition and affecting the modulation by PIP2, and that does not affect activation by Mg-ADP or (2) any effect on the response to ATP and Mg-ADP, but more sensitive to activation by PIP2. These discoveries underline the essential role of TMD0 in the gating modulation of Kir6.2. They demonstrate in particular that it can control the response of the channel to intracellular effectors that bind to Kir6.2, implying tight interactions between Kir6.2 and the TMD0 region.Les canaux potassiques sensibles à l’ATP (KATP) sont des canaux omniprésents liant excitabilité et énergie cellulaire. Ils fonctionnent en captant le niveau relatif des nucléotides ATP et ADP à l’intérieur des cellules: Les premiers bloquant le canal et les derniers l’activant. De plus le phospholipide phosphatidylinositol4,5-bisphosphate (PIP2) est connu pour être un puissant régulateur des canaux KATP. Ceux-ci sont présents dans la plupart des tissus excitables et sont impliqués dans un grand nombre de fonctions physiologiques. L’objectif de ma thèse consiste à désigner un bloc dépendant de la lumière au niveau de ces KATP, afin de contrôler son activité optiquement tout en gardant ses propriétés natives. Cela a été accompli par la mutation de différents résidus en cystéine. Ce canal KATP complètement dépendant de la lumière, pourrait être utilisé pour réguler les actions de potentiels via la lumière afin de piloter différents aspects d’électrophysiologie cellulaire mais aussi de développer des applications de photo-traitements.J’ai également réalisé la cartographie fonctionnelle des résidus impliqués dans le gating du canal Kir6.2 sous le contrôle de protéines membranaires interagissant avec le domaine N-terminal. Cela a été réalisé par le design d’un canal artificiel Kir6.2 formé par la fusion du C-terminal d’un RCPG avec le N-terminal du canal. Des structures cristallographiques et des caractérisations fonctionnelles des canaux potassiques ont permis de mettre en évidence la présence de deux portes dans les domaines transmembranaires : le filtre de sélectivité et le « gate A » à l’interface cytoplasmique, et le troisième « gate » dans le domaine cytoplasmique du canal Kir connu sous le nom de « G loop gate ». Enfin j’ai caractérisé de mutations dans le gène ABCC9 codant pour SUR2A et associé au syndrome de Cantu (CS). Ces mutations sont localisées dans le domaine transmembranaire 0 (TMD0) de SUR2A, un domaine essentiel dans l’interaction entre Kir6.2 et SUR dans le complexe KATP. Les résultats suggèrent que les deux mutations cause une hyperactivité du canal via 2 mécanismes distincts : (1) Une diminution de la sensibilité de l’ATP affectant la modulation du PIP2, mais qui n’affecte pas l’activation par le Mg-ADP ou (2) aucun effets en réponse à l’ATP ou Mg-ADP, mais une sensibilité accrue au PIP2. Ces découvertes soulignent le rôle essentiel du TMD0 dans la modulation du « gating » de Kir6.2. En particulier, cela démontre qu’il y a un contrôle de la réponse du canal par des effecteurs intracellulaires qui se fixent sur Kir6.2, impliquant des interactions très liées entre Kir6.2 et la région TMD0

Molecular studies of ATP-sensitive potassium channels : gating, pathology, and optogenetics

Les canaux potassiques sensibles à l’ATP (KATP) sont des canaux omniprésents liant excitabilité et énergie cellulaire. Ils fonctionnent en captant le niveau relatif des nucléotides ATP et ADP à l’intérieur des cellules: Les premiers bloquant le canal et les derniers l’activant. De plus le phospholipide phosphatidylinositol4,5-bisphosphate (PIP2) est connu pour être un puissant régulateur des canaux KATP. Ceux-ci sont présents dans la plupart des tissus excitables et sont impliqués dans un grand nombre de fonctions physiologiques. L’objectif de ma thèse consiste à désigner un bloc dépendant de la lumière au niveau de ces KATP, afin de contrôler son activité optiquement tout en gardant ses propriétés natives. Cela a été accompli par la mutation de différents résidus en cystéine. Ce canal KATP complètement dépendant de la lumière, pourrait être utilisé pour réguler les actions de potentiels via la lumière afin de piloter différents aspects d’électrophysiologie cellulaire mais aussi de développer des applications de photo-traitements.J’ai également réalisé la cartographie fonctionnelle des résidus impliqués dans le gating du canal Kir6.2 sous le contrôle de protéines membranaires interagissant avec le domaine N-terminal. Cela a été réalisé par le design d’un canal artificiel Kir6.2 formé par la fusion du C-terminal d’un RCPG avec le N-terminal du canal. Des structures cristallographiques et des caractérisations fonctionnelles des canaux potassiques ont permis de mettre en évidence la présence de deux portes dans les domaines transmembranaires : le filtre de sélectivité et le « gate A » à l’interface cytoplasmique, et le troisième « gate » dans le domaine cytoplasmique du canal Kir connu sous le nom de « G loop gate ». Enfin j’ai caractérisé de mutations dans le gène ABCC9 codant pour SUR2A et associé au syndrome de Cantu (CS). Ces mutations sont localisées dans le domaine transmembranaire 0 (TMD0) de SUR2A, un domaine essentiel dans l’interaction entre Kir6.2 et SUR dans le complexe KATP. Les résultats suggèrent que les deux mutations cause une hyperactivité du canal via 2 mécanismes distincts : (1) Une diminution de la sensibilité de l’ATP affectant la modulation du PIP2, mais qui n’affecte pas l’activation par le Mg-ADP ou (2) aucun effets en réponse à l’ATP ou Mg-ADP, mais une sensibilité accrue au PIP2. Ces découvertes soulignent le rôle essentiel du TMD0 dans la modulation du « gating » de Kir6.2. En particulier, cela démontre qu’il y a un contrôle de la réponse du canal par des effecteurs intracellulaires qui se fixent sur Kir6.2, impliquant des interactions très liées entre Kir6.2 et la région TMD0.ATP-sensitive K+ (KATP) channels are ubiquitous channels designed to couple excitability to cellular energy. They perform this function by sensing the relative levels of the intracellular nucleotides ATP and ADP; with ATP blocking the channel and ADP activating it. Additionally, the phospholipid phosphatidylinositol 4,5-bisphosphate (PIP2) is known to be a strong regulator of KATP channels. These channels are present in many excitable tissues and involved in many physiological functions. The aim of this thesis is to design a light dependent block of the KATP channel, in order to control its activity and have it under optical control while at the same time retaining its native properties. This was accomplished by mutating specific residues to cysteines. This light dependent blocked KATP channel, could be used to regulate action potentials with light to tune diverse aspects of cellular electrophysiology and potentially photo-pharmacology treatment. We also performed a functional mapping of the Kir6.2 channel gate(s) under the control of membrane proteins interacting with the N-terminal domain. This was performed by using a unique artificial gate Kir6.2 channel formed by fusing a GPCR C-terminus to the Kir6.2 N terminus. Crystallographic structures and functional characterizations of potassium channels demonstrated the presence of two gates in the transmembrane domains: the selectivity filter and the "A" gate at the cytoplasmic interface, and a third gate in the cytoplasmic domain of Kir channels known as the G loop gate. Unexpectedly, our results demonstrated that several gates could be involved suggesting a concerted mechanism. Finally, we characterized two single-point mutations in the ABCC9 gene encoding SUR2, that are associated with Cantu syndrome (CS). These mutations are localized in transmembrane domain 0 (TMD0) of SUR2A, an essential domain which mediates the interaction between Kir6.2 and SUR within the K-ATP channel complex. Results suggest that the two mutations cause KATP channel hyperactivity through two divergent mechanisms: (1) a decreased sensitivity to ATP inhibition and affecting the modulation by PIP2, and that does not affect activation by Mg-ADP or (2) any effect on the response to ATP and Mg-ADP, but more sensitive to activation by PIP2. These discoveries underline the essential role of TMD0 in the gating modulation of Kir6.2. They demonstrate in particular that it can control the response of the channel to intracellular effectors that bind to Kir6.2, implying tight interactions between Kir6.2 and the TMD0 region

Etudes moléculaires du canal potassique sensible a l'ATP : "gating", pathologie et optogénétique

ATP-sensitive K+ (KATP) channels are ubiquitous channels designed to couple excitability to cellular energy. They perform this function by sensing the relative levels of the intracellular nucleotides ATP and ADP; with ATP blocking the channel and ADP activating it. Additionally, the phospholipid phosphatidylinositol 4,5-bisphosphate (PIP2) is known to be a strong regulator of KATP channels. These channels are present in many excitable tissues and involved in many physiological functions. The aim of this thesis is to design a light dependent block of the KATP channel, in order to control its activity and have it under optical control while at the same time retaining its native properties. This was accomplished by mutating specific residues to cysteines. This light dependent blocked KATP channel, could be used to regulate action potentials with light to tune diverse aspects of cellular electrophysiology and potentially photo-pharmacology treatment. We also performed a functional mapping of the Kir6.2 channel gate(s) under the control of membrane proteins interacting with the N-terminal domain. This was performed by using a unique artificial gate Kir6.2 channel formed by fusing a GPCR C-terminus to the Kir6.2 N terminus. Crystallographic structures and functional characterizations of potassium channels demonstrated the presence of two gates in the transmembrane domains: the selectivity filter and the "A" gate at the cytoplasmic interface, and a third gate in the cytoplasmic domain of Kir channels known as the G loop gate. Unexpectedly, our results demonstrated that several gates could be involved suggesting a concerted mechanism. Finally, we characterized two single-point mutations in the ABCC9 gene encoding SUR2, that are associated with Cantu syndrome (CS). These mutations are localized in transmembrane domain 0 (TMD0) of SUR2A, an essential domain which mediates the interaction between Kir6.2 and SUR within the K-ATP channel complex. Results suggest that the two mutations cause KATP channel hyperactivity through two divergent mechanisms: (1) a decreased sensitivity to ATP inhibition and affecting the modulation by PIP2, and that does not affect activation by Mg-ADP or (2) any effect on the response to ATP and Mg-ADP, but more sensitive to activation by PIP2. These discoveries underline the essential role of TMD0 in the gating modulation of Kir6.2. They demonstrate in particular that it can control the response of the channel to intracellular effectors that bind to Kir6.2, implying tight interactions between Kir6.2 and the TMD0 region.Les canaux potassiques sensibles à l’ATP (KATP) sont des canaux omniprésents liant excitabilité et énergie cellulaire. Ils fonctionnent en captant le niveau relatif des nucléotides ATP et ADP à l’intérieur des cellules: Les premiers bloquant le canal et les derniers l’activant. De plus le phospholipide phosphatidylinositol4,5-bisphosphate (PIP2) est connu pour être un puissant régulateur des canaux KATP. Ceux-ci sont présents dans la plupart des tissus excitables et sont impliqués dans un grand nombre de fonctions physiologiques. L’objectif de ma thèse consiste à désigner un bloc dépendant de la lumière au niveau de ces KATP, afin de contrôler son activité optiquement tout en gardant ses propriétés natives. Cela a été accompli par la mutation de différents résidus en cystéine. Ce canal KATP complètement dépendant de la lumière, pourrait être utilisé pour réguler les actions de potentiels via la lumière afin de piloter différents aspects d’électrophysiologie cellulaire mais aussi de développer des applications de photo-traitements.J’ai également réalisé la cartographie fonctionnelle des résidus impliqués dans le gating du canal Kir6.2 sous le contrôle de protéines membranaires interagissant avec le domaine N-terminal. Cela a été réalisé par le design d’un canal artificiel Kir6.2 formé par la fusion du C-terminal d’un RCPG avec le N-terminal du canal. Des structures cristallographiques et des caractérisations fonctionnelles des canaux potassiques ont permis de mettre en évidence la présence de deux portes dans les domaines transmembranaires : le filtre de sélectivité et le « gate A » à l’interface cytoplasmique, et le troisième « gate » dans le domaine cytoplasmique du canal Kir connu sous le nom de « G loop gate ». Enfin j’ai caractérisé de mutations dans le gène ABCC9 codant pour SUR2A et associé au syndrome de Cantu (CS). Ces mutations sont localisées dans le domaine transmembranaire 0 (TMD0) de SUR2A, un domaine essentiel dans l’interaction entre Kir6.2 et SUR dans le complexe KATP. Les résultats suggèrent que les deux mutations cause une hyperactivité du canal via 2 mécanismes distincts : (1) Une diminution de la sensibilité de l’ATP affectant la modulation du PIP2, mais qui n’affecte pas l’activation par le Mg-ADP ou (2) aucun effets en réponse à l’ATP ou Mg-ADP, mais une sensibilité accrue au PIP2. Ces découvertes soulignent le rôle essentiel du TMD0 dans la modulation du « gating » de Kir6.2. En particulier, cela démontre qu’il y a un contrôle de la réponse du canal par des effecteurs intracellulaires qui se fixent sur Kir6.2, impliquant des interactions très liées entre Kir6.2 et la région TMD0

Stubborn Contaminants: Influence of Detergents on the Purity of the Multidrug ABC Transporter BmrA

International audienc

Impurity identification of purified BmrA in the various detergents.

a<p>band numbering correspond to the bands cut out from the 10% SDS-PAGE in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0114864#pone-0114864-g005" target="_blank">Fig. 5</a>. The apparent molecular weights as estimated by migration on the gel are indicated in parenthesis. n.d., no protein detected. The score is a protein quality identification index, considering the number of peptide sequences and MS/MS spectra that have been identified for each protein.</p><p>Impurity identification of purified BmrA in the various detergents.</p

Extraction of BmrA in <i>E. coli</i> membrane with 1% (w/v) detergents.

<p>After solubilization with the indicated detergent, extracted and non-extracted materials were separated by ultracentrifugation, and the supernatant (S) and pellet (P) were resolved on a 10% SDS-PAGE. Fifteen μl of soluble and insoluble fractions were loaded (∼75 µg of protein). Positive control experiment was carried out with sodium dodecyl sulfate (SDS) and negative control was carried out without detergent (buffer alone). Mb: the membrane fraction. Red arrow indicates the position of BmrA.</p

SDS-PAGE of the purified BmrA.

<p><b><i>A</i></b>, 10% SDS-PAGE of 15 µg of purified BmrA in the detergents as indicated in the figure. The numbered bands were cut out and their trypsin digested products were analyzed by LC-MS/MS (see <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0114864#pone-0114864-t001" target="_blank">table 1</a>). <b><i>B</i></b>, 10% SDS-PAGE of 5 µg of purified BmrA in the detergents as indicated in the figure. *BL21(DE3)Δ<i>acrAB</i>, Δ<i>acrEF</i> was used for the overexpression of BmrA. Please note that samples for FC12 in panels <b><i>A</i></b> and <b><i>B</i></b> were obtained from two different purifications protocols (see the text).</p

The cleavage of the His₆-tag at the <i>N</i>-terminus of BmrA allows the elimination of AcrB by a second Ni²⁺–NTA chromatographic step.

<p><i>A</i>, The E504Q BmrA mutant was incubated with 2 mM ATP and MgCl₂ during 30 min 23°C, and trypsin (10 µg/mL) was added. At the time indicated, an aliquot was withdrawn, mixed with the SDS-PAGE loading buffer and kept on ice before being submitted to electrophoresis. After 6 h of incubation with trypsin, the ‘lower’ band migrating just below the full-length BmrA was identified by Edman sequencing and shown to correspond to BmrA lacking its <i>N</i>-terminal extremity and starting at Leu(12)-Lys(13)-Pro(14)-Phe(15)-Phe(16)… Therefore the main cut with trypsin occurred between Lys(11) and Leu(12) and is indicated by a red dashed arrow. <i>B</i>, After solubilization with DDM of membrane containing overexpressed E504Q BmrA mutant, extracted and non-extracted materials were separated by an ultracentrifugation and the supernatant was loaded onto a Ni²⁺ high trap chelating column followed by a PD-10 desalting column. The recovered E504Q BmrA mutant was incubated with 2 mM ATP and MgCl₂ during 30 min and was submitted to trypsin digestion as in <i>A</i>. The incubation time was chosen to clearly see both the full-length, uncut protein, and BmrA with its <i>N</i>-terminal being cleaved (inset). The mixture was then submitted to a second Ni²⁺-High Trap chelating column as before and the chromatogram of the protein eluted from the column and monitored at 280 nm is shown. The first peak, fractions 26–34, corresponded to the unbound proteins and the second peak, fractions 67–74, to the proteins eluted with 250 mM imidazole. <i>C</i>, the different fractions obtained in <i>B</i> were analyzed by 10% SDS-PAGE. The two last lanes correspond to fractions 26–34 and 83–90 which were pooled separately and concentrated on a centricon (MWCO 50 kDa) before being submitted to electrophoresis. The Red arrow indicates the position of AcrB.</p

Strategy to eliminate the AcrB contamination.

<p><b><i>A</i></b>, chromatogram of DDM-solubilized BmrA eluted from a Ni²⁺-High Trap chelating column. The absorbance of the protein was monitored at 280 nm. The column was equilibrated and washed with 50 mM imidazole. <b><i>B</i></b>, purification of BmrA was analysed by 10% SDS-PAGE. Fractions 1–10: Proteins loaded on Ni²⁺-High Trap chelating column, 12–13: BmrA washed with 50 mM imidazole, 66–86: BmrA eluted by linear imidazole gradient from 50 to 250 mM. The Red arrow indicates the position of AcrB. <b><i>C</i></b>, left panel, size exclusion chromatography of BmrA loaded onto a Superdex 200 10/300 GL column. Right panel, the fractions 7–15 collected from the size exclusion chromatography were resolved on a 10% SDS-PAGE.</p