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2.
Science ; 381(6664): 1338-1345, 2023 09 22.
Artigo em Inglês | MEDLINE | ID: mdl-37733871

RESUMO

Axon regeneration can be induced across anatomically complete spinal cord injury (SCI), but robust functional restoration has been elusive. Whether restoring neurological functions requires directed regeneration of axons from specific neuronal subpopulations to their natural target regions remains unclear. To address this question, we applied projection-specific and comparative single-nucleus RNA sequencing to identify neuronal subpopulations that restore walking after incomplete SCI. We show that chemoattracting and guiding the transected axons of these neurons to their natural target region led to substantial recovery of walking after complete SCI in mice, whereas regeneration of axons simply across the lesion had no effect. Thus, reestablishing the natural projections of characterized neurons forms an essential part of axon regeneration strategies aimed at restoring lost neurological functions.


Assuntos
Axônios , Regeneração Nervosa , Paralisia , Recuperação de Função Fisiológica , Traumatismos da Medula Espinal , Caminhada , Animais , Camundongos , Axônios/fisiologia , Regeneração Nervosa/genética , Regeneração Nervosa/fisiologia , Neurônios/fisiologia , Paralisia/fisiopatologia , Traumatismos da Medula Espinal/fisiopatologia , Conectoma
3.
Nature ; 618(7963): 126-133, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37225984

RESUMO

A spinal cord injury interrupts the communication between the brain and the region of the spinal cord that produces walking, leading to paralysis1,2. Here, we restored this communication with a digital bridge between the brain and spinal cord that enabled an individual with chronic tetraplegia to stand and walk naturally in community settings. This brain-spine interface (BSI) consists of fully implanted recording and stimulation systems that establish a direct link between cortical signals3 and the analogue modulation of epidural electrical stimulation targeting the spinal cord regions involved in the production of walking4-6. A highly reliable BSI is calibrated within a few minutes. This reliability has remained stable over one year, including during independent use at home. The participant reports that the BSI enables natural control over the movements of his legs to stand, walk, climb stairs and even traverse complex terrains. Moreover, neurorehabilitation supported by the BSI improved neurological recovery. The participant regained the ability to walk with crutches overground even when the BSI was switched off. This digital bridge establishes a framework to restore natural control of movement after paralysis.


Assuntos
Interfaces Cérebro-Computador , Encéfalo , Terapia por Estimulação Elétrica , Reabilitação Neurológica , Traumatismos da Medula Espinal , Medula Espinal , Caminhada , Humanos , Encéfalo/fisiologia , Terapia por Estimulação Elétrica/instrumentação , Terapia por Estimulação Elétrica/métodos , Quadriplegia/etiologia , Quadriplegia/reabilitação , Quadriplegia/terapia , Reprodutibilidade dos Testes , Medula Espinal/fisiologia , Traumatismos da Medula Espinal/complicações , Traumatismos da Medula Espinal/reabilitação , Traumatismos da Medula Espinal/terapia , Caminhada/fisiologia , Perna (Membro)/fisiologia , Reabilitação Neurológica/instrumentação , Reabilitação Neurológica/métodos , Masculino
4.
Brain ; 146(6): 2524-2534, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36382344

RESUMO

Progressive supranuclear palsy is a primary tauopathy affecting both neurons and glia and is responsible for both motor and cognitive symptoms. Recently, it has been suggested that progressive supranuclear palsy tauopathy may spread in the brain from cell to cell in a 'prion-like' manner. However, direct experimental evidence of this phenomenon, and its consequences on brain functions, is still lacking in primates. In this study, we first derived sarkosyl-insoluble tau fractions from post-mortem brains of patients with progressive supranuclear palsy. We also isolated the same fraction from age-matched control brains. Compared to control extracts, the in vitro characterization of progressive supranuclear palsy-tau fractions demonstrated a high seeding activity in P301S-tau expressing cells, displaying after incubation abnormally phosphorylated (AT8- and AT100-positivity), misfolded, filamentous (pentameric formyl thiophene acetic acid positive) and sarkosyl-insoluble tau. We bilaterally injected two male rhesus macaques in the supranigral area with this fraction of progressive supranuclear palsy-tau proteopathic seeds, and two other macaques with the control fraction. The quantitative analysis of kinematic features revealed that progressive supranuclear palsy-tau injected macaques exhibited symptoms suggestive of parkinsonism as early as 6 months after injection, remaining present until euthanasia at 18 months. An object retrieval task showed the progressive appearance of a significant dysexecutive syndrome in progressive supranuclear palsy-tau injected macaques compared to controls. We found AT8-positive staining and 4R-tau inclusions only in progressive supranuclear palsy-tau injected macaques. Characteristic pathological hallmarks of progressive supranuclear palsy, including globose and neurofibrillary tangles, tufted astrocytes and coiled bodies, were found close to the injection sites but also in connected brain regions that are known to be affected in progressive supranuclear palsy (striatum, pallidum, thalamus). Interestingly, while glial AT8-positive lesions were the most frequent near the injection site, we found mainly neuronal inclusions in the remote brain area, consistent with a neuronal transsynaptic spreading of the disease. Our results demonstrate that progressive supranuclear palsy patient-derived tau aggregates can induce motor and behavioural impairments in non-human primates related to the prion-like seeding and spreading of typical pathological progressive supranuclear palsy lesions. This pilot study paves the way for supporting progressive supranuclear palsy-tau injected macaque as a relevant animal model to accelerate drug development targeting this rare and fatal neurodegenerative disease.


Assuntos
Doenças Neurodegenerativas , Paralisia Supranuclear Progressiva , Tauopatias , Animais , Masculino , Paralisia Supranuclear Progressiva/patologia , Proteínas tau/metabolismo , Doenças Neurodegenerativas/patologia , Macaca mulatta/metabolismo , Projetos Piloto , Tauopatias/patologia , Encéfalo/patologia
5.
Nat Protoc ; 18(2): 340-373, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36418397

RESUMO

Neurological disorders, including spinal cord injury, result in hemodynamic instability due to the disruption of supraspinal projections to the sympathetic circuits located in the spinal cord. We recently developed a preclinical model that allows the identification of the topology and dynamics through which sympathetic circuits modulate hemodynamics, supporting the development of a neuroprosthetic baroreflex that precisely controls blood pressure in rats, monkeys and humans with spinal cord injuries. Here, we describe the continuous monitoring of arterial blood pressure and sympathetic nerve activity over several months in preclinical models of chronic neurological disorders using commercially available telemetry technologies, as well as optogenetic and neuronal tract-tracing procedures specifically adapted to the sympathetic circuitry. Using a blueprint to construct a negative-pressure chamber, the approach enables the reproduction, in rats, of well-controlled and reproducible episodes of hypotension-mimicking orthostatic challenges already used in humans. Blood pressure variations can thus be directly induced and linked to the molecular, functional and anatomical properties of specific neurons in the brainstem, spinal cord and ganglia. Each procedure can be completed in under 2 h, while the construction of the negative-pressure chamber requires up to 1 week. With training, individuals with a basic understanding of cardiovascular physiology, engineering or neuroscience can collect longitudinal recordings of hemodynamics and sympathetic nerve activity over several months.


Assuntos
Hemodinâmica , Traumatismos da Medula Espinal , Humanos , Ratos , Animais , Hemodinâmica/fisiologia , Pressão Sanguínea/fisiologia , Medula Espinal/fisiologia , Sistema Nervoso Simpático/fisiologia
6.
IEEE Open J Eng Med Biol ; 4: 300-318, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38196977

RESUMO

Stroke as the leading cause of adult long-term disability and has a significant impact on patients, society and socio-economics. Non-invasive brain stimulation (NIBS) approaches such as transcranial magnetic stimulation (TMS) or transcranial electrical stimulation (tES) are considered as potential therapeutic options to enhance functional reorganization and augment the effects of neurorehabilitation. However, non-invasive electrical and magnetic stimulation paradigms are limited by their depth focality trade-off function that does not allow to target deep key brain structures critically important for recovery processes. Transcranial ultrasound stimulation (TUS) is an emerging approach for non-invasive deep brain neuromodulation. Using non-ionizing, ultrasonic waves with millimeter-accuracy spatial resolution, excellent steering capacity and long penetration depth, TUS has the potential to serve as a novel non-invasive deep brain stimulation method to establish unprecedented neuromodulation and novel neurorehabilitation protocols. The purpose of the present review is to provide an overview on the current knowledge about the neuromodulatory effects of TUS while discussing the potential of TUS in the field of stroke recovery, with respect to existing NIBS methods. We will address and discuss critically crucial open questions and remaining challenges that need to be addressed before establishing TUS as a new clinical neurorehabilitation approach for motor stroke recovery.

7.
J Neural Eng ; 19(6)2022 12 07.
Artigo em Inglês | MEDLINE | ID: mdl-36541540

RESUMO

Objective.Meralgia paresthetica (MP) is a mononeuropathy of the exclusively sensory lateral femoral cutaneous nerve (LFCN) that is difficult to treat with conservative treatments. Afferents from the LFCN enter the spinal cord through the dorsal root entry zones (DREZs) innervating L2 and L3 spinal segments. We previously showed that epidural electrical stimulation of the spinal cord can be configured to steer electrical currents laterally in order to target afferents within individual DREZs. Therefore, we hypothesized that this neuromodulation strategy is suitable to target the L2 and L3 DREZs that convey afferents from the painful territory, and thus alleviates MP related pain.Approach.A patient in her mid-30s presented with a four year history of dysesthesia and burning pain in the anterolateral aspect of the left thigh due to MP that was refractory to medical treatments. We combined neuroimaging and intraoperative neuromonitoring to guide the surgical placement of a paddle lead over the left DREZs innervating L2 and L3 spinal segments.Main results.Optimized electrode configurations targeting the left L2 and L3 DREZs mediated immediate and sustained alleviation of pain. The patient ceased all other medical management, reported improved quality of life, and resumed recreational physical activities.Significance.We introduced a new treatment option to alleviate pain due to MP, and demonstrated how neuromodulation strategies targeting specific DREZs is effective to reduce pain confined to specific regions of the body while avoiding disconfort.


Assuntos
Neuropatia Femoral , Síndromes de Compressão Nervosa , Humanos , Feminino , Qualidade de Vida , Síndromes de Compressão Nervosa/complicações , Síndromes de Compressão Nervosa/diagnóstico , Síndromes de Compressão Nervosa/terapia , Dor , Raízes Nervosas Espinhais
8.
Nat Neurosci ; 25(12): 1584-1596, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36396975

RESUMO

A spinal cord injury disrupts communication between the brain and the circuits in the spinal cord that regulate neurological functions. The consequences are permanent paralysis, loss of sensation and debilitating dysautonomia. However, the majority of circuits located above and below the injury remain anatomically intact, and these circuits can reorganize naturally to improve function. In addition, various neuromodulation therapies have tapped into these processes to further augment recovery. Emerging research is illuminating the requirements to reconstitute damaged circuits. Here, we summarize these natural and targeted reorganizations of circuits after a spinal cord injury. We also advocate for new concepts of reorganizing circuits informed by multi-omic single-cell atlases of recovery from injury. These atlases will uncover the molecular logic that governs the selection of 'recovery-organizing' neuronal subpopulations, and are poised to herald a new era in spinal cord medicine.


Assuntos
Traumatismos da Medula Espinal , Humanos , Traumatismos da Medula Espinal/terapia , Sensação , Encéfalo
9.
Nature ; 611(7936): 540-547, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36352232

RESUMO

A spinal cord injury interrupts pathways from the brain and brainstem that project to the lumbar spinal cord, leading to paralysis. Here we show that spatiotemporal epidural electrical stimulation (EES) of the lumbar spinal cord1-3 applied during neurorehabilitation4,5 (EESREHAB) restored walking in nine individuals with chronic spinal cord injury. This recovery involved a reduction in neuronal activity in the lumbar spinal cord of humans during walking. We hypothesized that this unexpected reduction reflects activity-dependent selection of specific neuronal subpopulations that become essential for a patient to walk after spinal cord injury. To identify these putative neurons, we modelled the technological and therapeutic features underlying EESREHAB in mice. We applied single-nucleus RNA sequencing6-9 and spatial transcriptomics10,11 to the spinal cords of these mice to chart a spatially resolved molecular atlas of recovery from paralysis. We then employed cell type12,13 and spatial prioritization to identify the neurons involved in the recovery of walking. A single population of excitatory interneurons nested within intermediate laminae emerged. Although these neurons are not required for walking before spinal cord injury, we demonstrate that they are essential for the recovery of walking with EES following spinal cord injury. Augmenting the activity of these neurons phenocopied the recovery of walking enabled by EESREHAB, whereas ablating them prevented the recovery of walking that occurs spontaneously after moderate spinal cord injury. We thus identified a recovery-organizing neuronal subpopulation that is necessary and sufficient to regain walking after paralysis. Moreover, our methodology establishes a framework for using molecular cartography to identify the neurons that produce complex behaviours.


Assuntos
Neurônios , Paralisia , Traumatismos da Medula Espinal , Medula Espinal , Caminhada , Animais , Humanos , Camundongos , Neurônios/fisiologia , Paralisia/genética , Paralisia/fisiopatologia , Paralisia/terapia , Medula Espinal/citologia , Medula Espinal/fisiologia , Medula Espinal/fisiopatologia , Traumatismos da Medula Espinal/genética , Traumatismos da Medula Espinal/fisiopatologia , Traumatismos da Medula Espinal/terapia , Caminhada/fisiologia , Estimulação Elétrica , Região Lombossacral/inervação , Reabilitação Neurológica , Análise de Sequência de RNA , Perfilação da Expressão Gênica
10.
11.
Sci Transl Med ; 14(661): eabo1800, 2022 09 07.
Artigo em Inglês | MEDLINE | ID: mdl-36070366

RESUMO

Disruption of subthalamic nucleus dynamics in Parkinson's disease leads to impairments during walking. Here, we aimed to uncover the principles through which the subthalamic nucleus encodes functional and dysfunctional walking in people with Parkinson's disease. We conceived a neurorobotic platform embedding an isokinetic dynamometric chair that allowed us to deconstruct key components of walking under well-controlled conditions. We exploited this platform in 18 patients with Parkinson's disease to demonstrate that the subthalamic nucleus encodes the initiation, termination, and amplitude of leg muscle activation. We found that the same fundamental principles determine the encoding of leg muscle synergies during standing and walking. We translated this understanding into a machine learning framework that decoded muscle activation, walking states, locomotor vigor, and freezing of gait. These results expose key principles through which subthalamic nucleus dynamics encode walking, opening the possibility to operate neuroprosthetic systems with these signals to improve walking in people with Parkinson's disease.


Assuntos
Estimulação Encefálica Profunda , Transtornos Neurológicos da Marcha , Doença de Parkinson , Núcleo Subtalâmico , Estimulação Encefálica Profunda/métodos , Marcha/fisiologia , Transtornos Neurológicos da Marcha/terapia , Humanos , Doença de Parkinson/terapia , Núcleo Subtalâmico/fisiologia
12.
Nat Commun ; 13(1): 5628, 2022 09 26.
Artigo em Inglês | MEDLINE | ID: mdl-36163250

RESUMO

After spinal cord injury, tissue distal to the lesion contains undamaged cells that could support or augment recovery. Targeting these cells requires a clearer understanding of their injury responses and capacity for repair. Here, we use single nucleus RNA sequencing to profile how each cell type in the lumbar spinal cord changes after a thoracic injury in mice. We present an atlas of these dynamic responses across dozens of cell types in the acute, subacute, and chronically injured spinal cord. Using this resource, we find rare spinal neurons that express a signature of regeneration in response to injury, including a major population that represent spinocerebellar projection neurons. We characterize these cells anatomically and observed axonal sparing, outgrowth, and remodeling in the spinal cord and cerebellum. Together, this work provides a key resource for studying cellular responses to injury and uncovers the spontaneous plasticity of spinocerebellar neurons, uncovering a potential candidate for targeted therapy.


Assuntos
Traumatismos da Medula Espinal , Animais , Axônios/metabolismo , Cerebelo/metabolismo , Camundongos , Regeneração Nervosa/fisiologia , Neurônios/metabolismo , Medula Espinal/metabolismo , Traumatismos da Medula Espinal/patologia
13.
Nat Neurosci ; 25(7): 924-934, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35773543

RESUMO

Regaining arm control is a top priority for people with paralysis. Unfortunately, the complexity of the neural mechanisms underlying arm control has limited the effectiveness of neurotechnology approaches. Here, we exploited the neural function of surviving spinal circuits to restore voluntary arm and hand control in three monkeys with spinal cord injury, using spinal cord stimulation. Our neural interface leverages the functional organization of the dorsal roots to convey artificial excitation via electrical stimulation to relevant spinal segments at appropriate movement phases. Stimulation bursts targeting specific spinal segments produced sustained arm movements, enabling monkeys with arm paralysis to perform an unconstrained reach-and-grasp task. Stimulation specifically improved strength, task performances and movement quality. Electrophysiology suggested that residual descending inputs were necessary to produce coordinated movements. The efficacy and reliability of our approach hold realistic promises of clinical translation.


Assuntos
Traumatismos da Medula Espinal , Extremidade Superior , Animais , Estimulação Elétrica , Haplorrinos , Humanos , Movimento/fisiologia , Paralisia/terapia , Reprodutibilidade dos Testes , Medula Espinal , Traumatismos da Medula Espinal/terapia , Raízes Nervosas Espinhais
14.
J Physiol ; 600(11): 2691-2712, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35442531

RESUMO

This study investigates the pathological toe and heel gaits seen in human locomotion using neuromusculoskeletal modelling and simulation. In particular, it aims to investigate potential cause-effect relationships between biomechanical or neural impairments and pathological gaits. Toe and heel gaits are commonly present in spinal cord injury, stroke and cerebral palsy. Toe walking is mainly attributed to spasticity and contracture at plantar flexor muscles, whereas heel walking can be attributed to muscle weakness of biomechanical or neural origin. To investigate the effect of these impairments on gait, this study focuses on the soleus and gastrocnemius muscles as they contribute to ankle plantarflexion. We built a reflex circuit model based on previous work by Geyer and Herr with additional pathways affecting the plantar flexor muscles. The SCONE software, which provides optimisation tools for 2D neuromechanical simulation of human locomotion, is used to optimise the corresponding reflex parameters and simulate healthy gait. We then modelled various bilateral plantar flexor biomechanical and neural impairments, and individually introduced them in the healthy model. We characterised the resulting simulated gaits as pathological or not by comparing ankle kinematics and ankle moment with the healthy optimised gait based on metrics used in clinical studies. Our simulations suggest that toe walking can be generated by hyperreflexia, whereas muscle and neural weaknesses partially induce heel gait. Thus, this 'what if' approach is deemed of great interest as it allows investigation of the effect of various impairments on gait and suggests an important contribution of active reflex mechanisms to pathological toe gait. KEY POINTS: Pathological toe and heel gaits are commonly present in various conditions such as spinal cord injury, stroke and cerebral palsy. These conditions present various neural and biomechanical impairments, but the cause-effect relationships between these impairments and pathological gaits are difficult to establish clinically. Based on neuromechanical simulation, this study focuses on the plantar flexor muscles and builds a new reflex circuit controller to model and evaluate the potential effect of both neural and biomechanical impairments on gait. Our results suggest an important contribution of active reflex mechanisms to pathological toe gait. This 'what if' based on neuromechanical modelling is thus deemed of great interest to target potential causes of pathological gait.


Assuntos
Marcha , Modelos Biológicos , Fenômenos Biomecânicos , Paralisia Cerebral , Marcha/fisiologia , Calcanhar , Humanos , Músculo Esquelético/fisiologia , Traumatismos da Medula Espinal , Acidente Vascular Cerebral , Dedos do Pé , Caminhada/fisiologia
15.
N Engl J Med ; 386(14): 1339-1344, 2022 04 07.
Artigo em Inglês | MEDLINE | ID: mdl-35388667

RESUMO

Orthostatic hypotension is a cardinal feature of multiple-system atrophy. The upright posture provokes syncopal episodes that prevent patients from standing and walking for more than brief periods. We implanted a system to restore regulation of blood pressure and enable a patient with multiple-system atrophy to stand and walk after having lost these abilities because of orthostatic hypotension. This system involved epidural electrical stimulation delivered over the thoracic spinal cord with accelerometers that detected changes in body position. (Funded by the Defitech Foundation.).


Assuntos
Terapia por Estimulação Elétrica , Hipotensão Ortostática , Atrofia de Múltiplos Sistemas , Acelerometria , Atrofia , Pressão Sanguínea/fisiologia , Terapia por Estimulação Elétrica/métodos , Eletrodos Implantados , Espaço Epidural , Humanos , Hipotensão Ortostática/diagnóstico , Hipotensão Ortostática/etiologia , Hipotensão Ortostática/terapia , Atrofia de Múltiplos Sistemas/terapia , Postura/fisiologia , Vértebras Torácicas
16.
Sci Robot ; 7(64): eabk2378, 2022 03 30.
Artigo em Inglês | MEDLINE | ID: mdl-35353601

RESUMO

Numerous neurorehabilitative, neuroprosthetic, and repair interventions aim to address the consequences of upper limb impairments after neurological disorders. Although these therapies target widely different mechanisms, they share the common need for a preclinical platform that supports the development, assessment, and understanding of the therapy. Here, we introduce a neurorobotic platform for rats that meets these requirements. A four-degree-of-freedom end effector is interfaced with the rat's wrist, enabling unassisted to fully assisted execution of natural reaching and retrieval movements covering the entire body workspace. Multimodal recording capabilities permit precise quantification of upper limb movement recovery after spinal cord injury (SCI), which allowed us to uncover adaptations in corticospinal tract neuron dynamics underlying this recovery. Personalized movement assistance supported early neurorehabilitation that improved recovery after SCI. Last, the platform provided a well-controlled and practical environment to develop an implantable spinal cord neuroprosthesis that improved upper limb function after SCI.


Assuntos
Traumatismos da Medula Espinal , Extremidade Superior , Animais , Movimento/fisiologia , Ratos
17.
Nat Biotechnol ; 40(2): 198-208, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34580478

RESUMO

Optoelectronic systems can exert precise control over targeted neurons and pathways throughout the brain in untethered animals, but similar technologies for the spinal cord are not well established. In the present study, we describe a system for ultrafast, wireless, closed-loop manipulation of targeted neurons and pathways across the entire dorsoventral spinal cord in untethered mice. We developed a soft stretchable carrier, integrating microscale light-emitting diodes (micro-LEDs), that conforms to the dura mater of the spinal cord. A coating of silicone-phosphor matrix over the micro-LEDs provides mechanical protection and light conversion for compatibility with a large library of opsins. A lightweight, head-mounted, wireless platform powers the micro-LEDs and performs low-latency, on-chip processing of sensed physiological signals to control photostimulation in a closed loop. We use the device to reveal the role of various neuronal subtypes, sensory pathways and supraspinal projections in the control of locomotion in healthy and spinal-cord injured mice.


Assuntos
Optogenética , Tecnologia sem Fio , Animais , Encéfalo/fisiologia , Camundongos , Neurônios/fisiologia , Medula Espinal/fisiologia
18.
Sci Transl Med ; 13(617): eabg6463, 2021 Oct 27.
Artigo em Inglês | MEDLINE | ID: mdl-34705521

RESUMO

Restoring dexterous hand control is critical for people with paralysis. Approaches based on surface or intramuscular stimulation provide limited finger control, generate insufficient force to recover functional movements, and require numerous electrodes. Here, we show that intrafascicular peripheral electrodes could produce functional grasps and sustained forces in three monkeys. We designed an intrafascicular implantable electrode targeting the motor fibers of the median and radial nerves. Our interface selectively and reliably activated extrinsic and intrinsic hand muscles, generating multiple functional grips, hand opening, and sustained contraction forces for up to 2 months. We extended those results to a behaving monkey with transient hand paralysis and used intracortical signals to control simple stimulation protocols that enabled this animal to perform a functional grasping task. Our findings show that just two intrafascicular electrodes can generate a rich portfolio of dexterous and functional hand movements with important implications for clinical applicability.


Assuntos
Mãos , Movimento , Animais , Estimulação Elétrica , Nervos Periféricos , Primatas
19.
Curr Opin Biotechnol ; 72: 48-53, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34695766

RESUMO

Neurological damage caused by spinal cord injury in humans has been observed for over three thousand years and impacts the lives of several hundred thousand people worldwide. Despite this prevalence and its associated consequences, there is no treatment to repair the injured spinal cord. Evidence gathered over the last several decades has provided mechanistic information on the complex cascade of events following traumatic spinal cord injury and this is paving the way towards mechanism based repair strategies. In this review, we summarize state-of-the-art biological and engineering repair strategies and posit that complete repair will be dependent on cataloguing the molecular signatures and growth requirements of the different neuron subpopulations in the brain and spinal cord.


Assuntos
Traumatismos da Medula Espinal , Regeneração da Medula Espinal , Humanos , Traumatismos da Medula Espinal/cirurgia
20.
Nat Commun ; 12(1): 5692, 2021 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-34584091

RESUMO

Differential expression analysis in single-cell transcriptomics enables the dissection of cell-type-specific responses to perturbations such as disease, trauma, or experimental manipulations. While many statistical methods are available to identify differentially expressed genes, the principles that distinguish these methods and their performance remain unclear. Here, we show that the relative performance of these methods is contingent on their ability to account for variation between biological replicates. Methods that ignore this inevitable variation are biased and prone to false discoveries. Indeed, the most widely used methods can discover hundreds of differentially expressed genes in the absence of biological differences. To exemplify these principles, we exposed true and false discoveries of differentially expressed genes in the injured mouse spinal cord.


Assuntos
Confiabilidade dos Dados , Modelos Estatísticos , RNA-Seq/métodos , Análise de Célula Única/métodos , Animais , Variação Biológica Individual , Variação Biológica da População , Conjuntos de Dados como Assunto , Regulação da Expressão Gênica , Humanos , Camundongos , RNA-Seq/estatística & dados numéricos , Coelhos , Ratos , Análise de Célula Única/estatística & dados numéricos , Suínos
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