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Wood, G.

Publications and source records attributed to Wood, G..

16 recordsLinked to original sources

A common neural architecture for encoding finger movements

Human behavior evokes cortical responses that are highly variable across individuals, challenging the existence of a shared informational architecture, previously reported in animal studies. Here, using 7-Tesla fMRI and Procrustean transformation, we show that high-dimensional alignment of neural information from finger-tapping sequences reveals a latent neural architecture for sequential finger movements that generalizes across brains. This shared representation is instantiated in both sides of the sensorimotor cortex and does not reflect trial-wise variability of motor behavior, as regional decoding differences persisted after controlling for movement-time fluctuations. This conserved sensorimotor encoding structure provides a neuroscientific foundation for scalable, calibration-free brain-computer interfaces and cross-subject models of motor rehabilitation.

neuroscience↗

Distinct neural architectures underlie motor skill acquisition and transfer in human sensorimotor cortex

Motor learning typically emerges from repetitive practice but can also arise through transfer or generalization, when improvements extend to untrained actions. However, it remains unclear whether training-based learning (training effect) and transfer/generalization-based learning (transfer effect) rely on shared neural mechanisms or whether they represent distinct processes supported by different cortical architectures. Here, we employed between-subject multivariate decoding of hyperaligned functional magnetic resonance imaging data to characterize the universal neural codes underlying the training and transfer effects and their resultant motor engrams in the sensorimotor cortex. We found that both learning processes are encoded bilaterally but shifted to the right (ipsilateral) hemisphere, with the training effect showing higher decoding accuracy than the transfer effect. The bilateral central sulci showed a clear mechanism-specificity towards the training effect, in contrast to the rest of the sensorimotor cortex. Interestingly, these learning processes consolidate two distinct motor engrams. Remarkably, the information structure of these processes is shared among individual brains, and the between-subject classification provided limited results when performed with standard, anatomical alignment. Our findings support the notion that motor skill learning is hierarchically organized in the sensorimotor cortex, and extend current models by revealing that training and transfer encode distinct and mechanism-dependent high-dimensional representations embedded in a neural code that is shared across brains.

neuroscience↗

Information Spillover in Resting Memory and Working Memory

Our fMRI study investigates the dependencies between brain areas using directed spillover indices estimated from vector autoregressive models that recognize dynamics in the network. Spillover analysis examines how brief neural signal bursts evolve over time and how these dynamic changes can predict past and future brain states across different regions of the brain network. Information spillover was assessed using a test-retest design to estimate the neural memory capacity across distinct cognitive states. A dorsolateral prefrontal centered system (DLPFC) demonstrates neural memory capacity at rest, labeled "resting memory". Resting memory contains roughly 9 times more neurocognitive dependencies (spillover) as the difference in spillover between working and resting brains, suggesting that resting brains exhibit substantial neural memory capacity. The transitioning from "resting memory" to "working memory" is initiated by a right inferior fontal (IFG) centered system which connects to the DLPFC centered system when relevant information is detected in the outside world and also inhibits self-referential feedback in parietal cortices. Spillover between the IFG and DLPFC centered systems facilitate a smooth transition in attention from events that take place outside the brain to (sustained) representations of external events within the brain.

neuroscience↗

Design and development of lysyl tRNA synthetase inhibitors, for the treatment of tuberculosis

There is currently a public health crisis due to the rise of multi-drug-resistant tuberculosis cases, as well as the rise in number of deaths from tuberculosis. To achieve the United Nations Sustainable Development Goal of ending the tuberculosis epidemic by 2030, new treatments are urgently required. We previously reported the discovery of 49, a pre-clinical candidate that acted through inhibition of the Mycobacterium tuberculosis lysyl-tRNA synthetase (LysRS). In this report, the full medicinal chemistry program is reviewed from the original hit through to the optimised lead. The work was guided by the first crystal structure of M. tuberculosis LysRS. The physicochemical and pharmacokinetic properties were optimised to afford compounds suitable for evaluation in mouse efficacy models of tuberculosis and with the potential for clinical development.

microbiology↗

Toxoplasma strikes preemptively to swiftly suppress macrophage immune response during active infection

The apicomplexan parasite Toxoplasma gondii is known to manipulate its host in multiple ways, ranging from proteins secreted into the host cell to hormone balance disruption and behavioral changes. Host immune system is crucial in managing the outcome with macrophages as part of the first line of defense. However, the initial triggers that ultimately result in characteristic complex responses and, at times, health hazards, remain poorly understood. This study focuses on filling the gaps in our knowledge of acute transcriptomic changes taking place in a mouse macrophage T. gondii infection model. We performed time-resolved transcriptomic profiling to simultaneously capture host and parasite gene expression profiles during the course of infection, focusing on the initial time frame of fifteen to 120 minutes, a crucial window for the host to activate innate immunity but also for the parasite to establish within the host macrophage. Further, utilization of inactivated parasite stimulation enabled dissection of transcriptomic response to active parasite infection from innate immune responses. Here, we observed that macrophages upregulate transcripts encoding suppressors of cytokine signaling by 30 minutes, specific to live parasite infection. Additionally, both pro-growth and stress marker genes were dysregulated. Concurrently, transcriptional response of T. gondii was milder in magnitude, with initial changes pointing at increasing transcription and growth capacity, followed by a delayed transcriptional response pertaining to secreted proteins. Taken together, these results demonstrate that macrophages mount a rapid transcriptional response upon active invasion by T. gondii. In contrast, the delayed transcriptional activation in the invading Toxoplasma highlights its reliance on alternative regulatory mechanisms to establish its replicative niche within the host. Author summaryToxoplasma gondii, a eukaryotic intracellular parasite, is often regarded as one of the most globally successful parasites because it can infect virtually any warm-blooded animal. It uses a repertoire of secretory proteins to gain a foothold in a host cell, often resulting in a dormant infection in vivo due to sufficient immune suppression. However, the timing of the signaling events as Toxoplasma invades is not yet fully understood. In this work we implement our user-friendly transcriptomic method to simultaneously capture T. gondii and murine macrophage protein-coding RNA contents over a time course to track cellular responses during infection. In particular, we focus on the first 2 hours of infection, a time window where the initial transcriptomic changes within macrophage are generally expected to take place and potentially define further course of infection. Our analysis reveals a robust host macrophage immune response and a moderate more gradual T. gondii response. These findings complement the currently existing picture of all the cellular regulation layers involved in Toxoplasma-macrophage interaction.

microbiology↗

Spatial proteomics identifies a novel CRTC-dependent viral sensing pathway that stimulates production of Interleukin-11

Appropriate cellular recognition of viruses is essential for the generation of effective innate and adaptive antiviral immunity. Viral sensors and their signalling components thus provide a crucial first line of host defence. Many exhibit subcellular relocalisation upon activation, triggering expression of interferon and antiviral genes. To identify novel signalling factors we analysed protein relocalisation on a global scale during viral infection. CREB Regulated Transcription Coactivators-2 and 3 (CRTC2/3) exhibited early cytoplasmic-to-nuclear translocation upon a diversity of viral stimuli, in diverse cell types. This movement was depended on Mitochondrial Antiviral Signalling Protein (MAVS), cyclo-oxygenase proteins and protein kinase A. We identify a key effect of transcription stimulated by CRTC2/3 translocation as production of the pro-fibrogenic cytokine interleukin-11. This may be important clinically in viral infections associated with fibrosis, including SARS-CoV-2.

immunology↗

Stable and robust Xi and Y transcriptomes drive cell-type-specific autosomal and Xa responses in vivo and in vitro in four human cell types

Recent in vitro studies of human sex chromosome aneuploidy showed that the Xi ("inactive" X) and Y chromosomes broadly modulate autosomal and Xa ("active" X) gene expression in two cell types. We tested these findings in vivo in two additional cell types. Using linear modeling in CD4+ T cells and monocytes from individuals with one to three X chromosomes and zero to two Y chromosomes, we identified 82 sex-chromosomal and 344 autosomal genes whose expression changed significantly with Xi and/or Y dosage in vivo. Changes in sex-chromosomal expression were remarkably constant in vivo and in vitro across all four cell types examined. In contrast, autosomal responses to Xi and/or Y dosage were largely cell-type-specific, with up to 2.6-fold more variation than sex-chromosomal responses. Targets of the X- and Y-encoded transcription factors ZFX and ZFY accounted for a significant fraction of these autosomal responses both in vivo and in vitro. We conclude that the human Xi and Y transcriptomes are surprisingly robust and stable across the four cell types examined, yet they modulate autosomal and Xa genes - and cell function - in a cell-type-specific fashion. These emerging principles offer a foundation for exploring the wide-ranging regulatory roles of the sex chromosomes across the human body.

genomics↗

When most fMRI connectivity cannot be detected: insights from time course reliability

The level of correlation between two phenomena is limited by the accuracy at which these phenomena are measured. Despite numerous group reliability studies, the strength of the fMRI connectivity correlation that can be detected given underlying within subject time course reliability remains elusive. Moreover, it is unclear how within subject time course reliability limits the robust detection of connectivity on the group level. We estimated connectivity from 50 individuals engaged in a working memory task. The grand mean connectivity of the connectome equaled r =0.41 (95% CI 0.31-0.50) for the test run and r =0.40 (95% CI 0.29-0.49) for the retest run. However, mean connectivity was reduced to r=0.09 (95% C.I. 0.03-0.16) when test-retest reliability and residual auto-correlations of single time courses were considered, suggesting that less than a quarter of the observed connectivity is reliably detectable. Null hypothesis significance testing (NHST)-based analysis revealed that within subject time course reliability markedly affects the significance levels at which paths can be detected at the group level. This was in particular the case when samples were small or connectome coordinates were randomly selected. With a sample of 50 individuals, the connectome of a test session was completely reproduced in retest sessions at P < 2.54e-6. Despite perfect group reproducibility at conservative p-values, on average only 0.81 percent of the observed connectivity could be attributed to working memory-related time course fluctuations after corrections. Time course reliability can offer valuable insights on the detectable connectivity and should be assessed more frequently in fMRI investigations.

neuroscience↗

Activity of Salmonella SPI-1 inhibits the TLR4-dependent transcriptional but not translational response during macrophage infection

Changes in gene expression during bacterial infection are the combined result of altered transcription and translation, with the latter comparatively understudied. Gram-negative bacteria rapidly trigger cytokine gene transcription in macrophages through the activation of pathogen associated molecular pattern receptors, for example detection of Salmonella lipopolysaccharide (LPS) from the bacterial cell envelope by Toll-like receptor 4 (TLR4). Here, through time-resolved parallel translatomic and transcriptomic profiling, we now show temporal TLR4-specific translational upregulation of cell signalling proteins in macrophages induced by Salmonella. While transcriptional upregulation of these genes is dampened through the activity of the Salmonella SPI-1 type three secretion system, a robust translational response remains. These data reveal an important host-pathogen translational regulatory network that modifies the innate immune response of macrophages to infection.

molecular biology↗

Salmonella impairs macrophage immunity through effector-independent rapid translational induction in response to membrane puncture by the SPI-1 injectisome

During bacterial infection both the host cell and its invader must divert intracellular resources to synthesise specific proteins in a timely manner. For the host, these factors may be needed for innate immune responses, including programmed cell death, and in the bacteria newly synthesized proteins may be survival factors needed to counteract host responses. Salmonella is an important food-borne bacterial pathogen that invades and multiplies within host cells. It is well established that invasion of epithelial cells is dependent upon the SPI-1 Type III injectisome, a biological needle that penetrates and secretes effectors into host cells to promote internalization. However, the importance of the SPI-1 injectisome in infection of professional phagocytes such as macrophages, which are the predominant host cell type during systemic infection, is less clear. Through time resolved parallel transcriptomic and translatomic studies of macrophage infection, we revealed that SPI-1 injectisome-dependent infection of macrophages triggers rapid translation of transcription factor mRNAs, including Early Growth Response 1 (Egr1). Despite the short half-life of EGR1 protein, its swift synthesis within the initial hour of infection is sufficient to inhibit transcription of pro-inflammatory genes and thereby restrain inflammatory responses and programmed cell death within the first hour of during early infection. This transient period of inflammatory suppression in macrophages is exploited by Salmonella to establish infection and sheds new insight on the importance of translational activation in host-pathogen dynamics during Salmonella infection.

molecular biology↗

A novel adjuvant formulation induces robust Th1/Th17 memory and mucosal recall responses in Non-Human Primates

After clean drinking water, vaccination is the most impactful global health intervention. However, development of new vaccines against difficult-to-target diseases is hampered by the lack of diverse adjuvants for human use. Of particular interest, none of the currently available adjuvants induce Th17 cells. Here, we develop and test an improved liposomal adjuvant, termed CAF(R)10b, that incorporates a TLR-9 agonist. In a head-to-head study in non-human primates (NHPs), immunization with antigen adjuvanted with CAF(R)10b induced significantly increased antibody and cellular immune responses compared to previous CAF(R) adjuvants, already in clinical trials. This was not seen in the mouse model, demonstrating that adjuvant effects can be highly species specific. Importantly, intramuscular immunization of NHPs with CAF(R)10b induced robust Th17 responses that were observed in circulation half a year after vaccination. Furthermore, subsequent instillation of unadjuvanted antigen into the skin and lungs of these memory animals led to significant recall responses including transient local lung inflammation observed by Positron Emission Tomography-Computed Tomography (PET-CT), elevated antibody titers, and expanded systemic and local Th1 and Th17 responses, including >20% antigen-specific T cells in the bronchoalveolar lavage. Overall, CAF(R)10b demonstrated an adjuvant able to drive true memory antibody, Th1 and Th17 vaccine-responses across rodent and primate species, supporting its translational potential.

immunology↗

Cortical, muscular, and kinetic activity underpinning attentional focus strategies during visuomotor control

Focusing internally on movement control or bodily sensations is frequently shown to disrupt the effectiveness and efficiency of motor control when compared to focusing externally on the outcome of movement. Whilst the behavioural consequences of these attentional strategies are well documented, it is unclear how they are explained at the corticomuscular level. The aim of the present study was to investigate how attentional focus strategies affect kinetic, cortical, muscular, and corticomuscular activity during an isometric force precision task. In a repeated measures design, we measured force, EEG and EMG activity from twenty-seven participants who performed 160 isometric contractions of the right hand whilst encouraged to adopt either an internal or external focus through a combination of instructions, secondary tasks, and self-report evaluations. Results indicated that focusing internally led to poorer force accuracy and steadiness compared to an external focus. An internal focus also increased muscle activity of the forearm flexor, increased EEG alpha activity across the parieto-occipital cortex, lowered frontal midline EEG theta activity, and lowered beta corticomuscular coherence between the forearm flexor and contralateral motor cortex. The results of this study provide a holistic understanding of how attentional focus strategies alter neuromuscular control during an isometric force precision task, paving the way for exploring how the behavioural consequences of attentional strategies can be explained at the corticomuscular levels across a wide range of motor tasks and contexts.

neuroscience↗

The role of superstition of cognitive control during neurofeedback training

BackgroundReal-time fMRI neurofeedback is growing in reputation as a means to alter brain activity patterns and alleviate psychiatric symptoms. Activity in ventral striatum structures is considered an index of training efficacy. fMRI response in these brain regions indicates neurofeedback-driven associative learning. Here we investigated the impact of mere superstition of control as observed during neurofeedback training on patterns of fMRI activation. MethodsWe examined the brain activations of a large sample of young participants (n = 97, 50 female, age range 18-54yrs) in a simple fMRI task. Participants saw a display similar to that typically used for real-time fMRI. They were instructed to watch the bars movements or to control them with their own brain activity. Bar movements were not connected with brain activity of participants in any way and perceptions of control were superstitious. After the pretended control condition, they rated how well they were able to control the bars movements. ResultsStrong activation in the basal ganglia and ventral striatum as well as in large portions of the anterior insula, supplementary motor area, and the middle frontal gyrus due to the superstition of brain control. ConclusionsThe superstition of control over ones own brain activity in a pretended neurofeedback training session activates the same neural networks as neurofeedback-driven learning. Therefore, activity in the basal ganglia and ventral striatum cannot be taken as evidence for neurofeedback-driven associative learning unless its effects are proven to supersede those elicited by appropriate sham conditions.

neuroscience↗

piNET: An Automated Proliferation Index Calculator Framework for Ki67 Breast Cancer Images

In this work, a novel proliferation index (PI) calculator for Ki67 images called piNET is proposed. It is successfully tested on four datasets, from three scanners comprised of patches, tissue microarrays (TMAs) and wholeslide images (WSI), representing a diverse multicentre dataset for evaluating Ki67 quantification. Compared to state-of-the-art methods, piNET consistently performs the best over all datasets with an average PI difference of 5.603%, PI accuracy rate of 86% and correlation coefficient R = 0.927. The success of the system can be attributed to a number of innovations. Firstly, this tool is built based on deep learning, which can adapt to wide variability of medical images - and it was posed as a detection problem to mimic pathologists workflow which improves accuracy and efficiency. Secondly, the system is trained purely on tumour cells, which reduces false positives from non-tumour cells without needing the usual pre-requisite tumour segmentation step for Ki67 quantification. Thirdly, the concept of learning background regions through weak supervision is introduced, by providing the system with ideal and non-ideal (artifact) patches that further reduces false positives. Lastly, a novel hotspot analysis is proposed to allow automated methods to score patches from WSI that contain "significant" activity.

bioinformatics↗

All talk? Left temporal alpha oscillations are not specific to verbal-analytical processing during conscious motor control

The present study tested the validity of inferring verbal-analytic motor processing from EEG left-temporal alpha activity. Participants (n = 20) reached for and transport a jar under three conditions: one control condition and two self-talk conditions aimed at eliciting either task-unrelated verbal processing or task-related conscious control, while 32-channel EEG and kinematics were recorded. Compared to the control condition, both self-talk conditions elicited greater self-reported levels of verbal processing, but only the task-related self-talk condition was accompanied by greater left temporal activity (i.e., EEG alpha power decreased) during movement production. However, this increase was not localised to the left temporal region but was rather evident over all scalp regions examined, suggesting an interpretation more consistent with diminished neural efficiency. No effects for left temporal-frontal (T7-Fz) connectivity were detected across conditions. Our results failed to endorse left-temporal EEG alpha activity as valid index of verbal-analytic processing during motor tasks.

neuroscience↗

Occurrence of non-western magic in the European brain

Timecourses that exhibit identical behaviour at distinct measurement occasions are reliable. Voodoo connectivity occurs when connectivity among brain regions exceeds within subject timecourse reliability. Thus, timecourse reliability limits the true detectable connectivity. We reproduced a working memory related connectome consisting of 561 paths obtained from 67 individuals. We tested >100000 fc-MRI pipelines and show that Savitzky Golay (SG) filters maximize true connectivity while conserving cognitively relevant changes of signals. This is noteworthy for approaches that focus on rapidly changing aspects of connectomes. Furthermore, SG filters detect zombie activity. These \"resting state oscillations\" are not under human control and contaminate working state signals. SPM pipelines exhibit more voodoo connectivity than SG pipelines. With the SPM pipeline, we observed a connectivity of r=0.44 and a poor true connectivity of r=0.23, but with the SG pipeline we observed a connectivity of r=0.59 and a fair true connectivity of r=0.43. The number of paths detected with fair true connectivity (r >0.4) was 4 for the SPM pipeline but 352 for the SG based pipeline. However, superior statistical properties of SG pipelines may not reflect neural reality. Hence, causal external validation of fc-MRI pipelines is crucial. Without such studies, different pipelines produce at best \"alternative maps\".

neuroscience↗