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1.
Cell ; 186(7): 1307-1308, 2023 03 30.
Artigo em Inglês | MEDLINE | ID: mdl-37001497

RESUMO

Plants are not exactly known to be great conversationalists. In this issue of Cell, a new study highlights that when stressed by desiccation or cutting injury, tomato and tobacco plants can produce airborne ultrasonic emissions. These sounds are loud enough to be heard by insects and can be analytically categorized using trained neural networks, pointing to their potential informative value.


Assuntos
Solanum lycopersicum , Som , Plantas , Audição , Nicotiana
2.
Cell ; 173(3): 542-544, 2018 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-29677505

RESUMO

Mechanoreceptors mediate a wide variety of physiological processes, such as hearing, touch, proprioception, and blood flow regulation. It is generally believed that mechanoreceptors are force-gated ion channels. Now, Xu et al. uncover a GPCR that is activated by shear force in endothelial cells of blood vessels.


Assuntos
Mecanorreceptores , Tato , Audição , Canais Iônicos , Propriocepção
3.
Cell ; 174(5): 1247-1263.e15, 2018 08 23.
Artigo em Inglês | MEDLINE | ID: mdl-30078710

RESUMO

Type I spiral ganglion neurons (SGNs) transmit sound information from cochlear hair cells to the CNS. Using transcriptome analysis of thousands of single neurons, we demonstrate that murine type I SGNs consist of subclasses that are defined by the expression of subsets of transcription factors, cell adhesion molecules, ion channels, and neurotransmitter receptors. Subtype specification is initiated prior to the onset of hearing during the time period when auditory circuits mature. Gene mutations linked to deafness that disrupt hair cell mechanotransduction or glutamatergic signaling perturb the firing behavior of SGNs prior to hearing onset and disrupt SGN subtype specification. We thus conclude that an intact hair cell mechanotransduction machinery is critical during the pre-hearing period to regulate the firing behavior of SGNs and their segregation into subtypes. Because deafness is frequently caused by defects in hair cells, our findings have significant ramifications for the etiology of hearing loss and its treatment.


Assuntos
Células Ciliadas Auditivas/fisiologia , Audição/fisiologia , Mecanotransdução Celular , Neurônios/fisiologia , Transdução de Sinais , Gânglio Espiral da Cóclea/fisiologia , Animais , Análise por Conglomerados , Marcadores Genéticos , Masculino , Camundongos , Camundongos Endogâmicos CBA , Camundongos Knockout , Mutação , Neuroglia/fisiologia , Análise de Sequência de RNA
4.
Cell ; 174(3): 536-548.e21, 2018 07 26.
Artigo em Inglês | MEDLINE | ID: mdl-29961578

RESUMO

The DNA-binding protein REST forms complexes with histone deacetylases (HDACs) to repress neuronal genes in non-neuronal cells. In differentiating neurons, REST is downregulated predominantly by transcriptional silencing. Here we report that post-transcriptional inactivation of REST by alternative splicing is required for hearing in humans and mice. We show that, in the mechanosensory hair cells of the mouse ear, regulated alternative splicing of a frameshift-causing exon into the Rest mRNA is essential for the derepression of many neuronal genes. Heterozygous deletion of this alternative exon of mouse Rest causes hair cell degeneration and deafness, and the HDAC inhibitor SAHA (Vorinostat) rescues the hearing of these mice. In humans, inhibition of the frameshifting splicing event by a novel REST variant is associated with dominantly inherited deafness. Our data reveal the necessity for alternative splicing-dependent regulation of REST in hair cells, and they identify a potential treatment for a group of hereditary deafness cases.


Assuntos
Surdez/genética , Proteínas Repressoras/genética , Proteínas Repressoras/metabolismo , Processamento Alternativo/genética , Animais , Linhagem Celular , Éxons , Regulação da Expressão Gênica/genética , Células HEK293 , Células Ciliadas Auditivas/fisiologia , Audição/genética , Audição/fisiologia , Inibidores de Histona Desacetilases/metabolismo , Histona Desacetilases/metabolismo , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Neurônios , Splicing de RNA/genética , Proteínas Repressoras/fisiologia , Fatores de Transcrição , Vorinostat/farmacologia
5.
Annu Rev Neurosci ; 47(1): 1-20, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38360566

RESUMO

Auditory processing in mammals begins in the peripheral inner ear and extends to the auditory cortex. Sound is transduced from mechanical stimuli into electrochemical signals of hair cells, which relay auditory information via the primary auditory neurons to cochlear nuclei. Information is subsequently processed in the superior olivary complex, lateral lemniscus, and inferior colliculus and projects to the auditory cortex via the medial geniculate body in the thalamus. Recent advances have provided valuable insights into the development and functioning of auditory structures, complementing our understanding of the physiological mechanisms underlying auditory processing. This comprehensive review explores the genetic mechanisms required for auditory system development from the peripheral cochlea to the auditory cortex. We highlight transcription factors and other genes with key recurring and interacting roles in guiding auditory system development and organization. Understanding these gene regulatory networks holds promise for developing novel therapeutic strategies for hearing disorders, benefiting millions globally.


Assuntos
Vias Auditivas , Audição , Animais , Audição/fisiologia , Vias Auditivas/fisiologia , Humanos , Encéfalo/metabolismo , Encéfalo/crescimento & desenvolvimento , Córtex Auditivo/metabolismo , Córtex Auditivo/fisiologia
6.
Annu Rev Neurosci ; 47(1): 103-121, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38594945

RESUMO

The cochlear implant (CI) is considered the most successful neuroprosthesis as it enables speech comprehension in the majority of the million otherwise deaf patients. In hearing by electrical stimulation of the auditory nerve, the broad spread of current from each electrode acts as a bottleneck that limits the transfer of sound frequency information. Hence, there remains a major unmet medical need for improving the quality of hearing with CIs. Recently, optogenetic stimulation of the cochlea has been suggested as an alternative approach for hearing restoration. Cochlear optogenetics promises to transfer more sound frequency information, hence improving hearing, as light can conveniently be confined in space to activate the auditory nerve within smaller tonotopic ranges. In this review, we discuss the latest experimental and technological developments of optogenetic hearing restoration and outline remaining challenges en route to clinical translation.


Assuntos
Implantes Cocleares , Optogenética , Optogenética/métodos , Humanos , Animais , Perda Auditiva/fisiopatologia , Audição/fisiologia , Cóclea/fisiologia
7.
Genes Dev ; 37(21-24): 1041-1051, 2023 12 26.
Artigo em Inglês | MEDLINE | ID: mdl-38110249

RESUMO

We show here that mir-279/996 are absolutely essential for development and function of Johnston's organ (JO), the primary proprioceptive and auditory organ in Drosophila Their deletion results in highly aberrant cell fate determination, including loss of scolopale cells and ectopic neurons, and mutants are electrophysiologically deaf. In vivo activity sensors and mosaic analyses indicate that these seed-related miRNAs function autonomously to suppress neural fate in nonneuronal cells. Finally, genetic interactions pinpoint two neural targets (elav and insensible) that underlie miRNA mutant JO phenotypes. This work uncovers how critical post-transcriptional regulation of specific miRNA targets governs cell specification and function of the auditory system.


Assuntos
Proteínas de Drosophila , MicroRNAs , Animais , MicroRNAs/genética , Audição/genética , Drosophila/genética , Proteínas de Drosophila/genética , Órgãos dos Sentidos/fisiologia
8.
Nature ; 631(8019): 118-124, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38898274

RESUMO

Locating sound sources such as prey or predators is critical for survival in many vertebrates. Terrestrial vertebrates locate sources by measuring the time delay and intensity difference of sound pressure at each ear1-5. Underwater, however, the physics of sound makes interaural cues very small, suggesting that directional hearing in fish should be nearly impossible6. Yet, directional hearing has been confirmed behaviourally, although the mechanisms have remained unknown for decades. Several hypotheses have been proposed to explain this remarkable ability, including the possibility that fish evolved an extreme sensitivity to minute interaural differences or that fish might compare sound pressure with particle motion signals7,8. However, experimental challenges have long hindered a definitive explanation. Here we empirically test these models in the transparent teleost Danionella cerebrum, one of the smallest vertebrates9,10. By selectively controlling pressure and particle motion, we dissect the sensory algorithm underlying directional acoustic startles. We find that both cues are indispensable for this behaviour and that their relative phase controls its direction. Using micro-computed tomography and optical vibrometry, we further show that D. cerebrum has the sensory structures to implement this mechanism. D. cerebrum shares these structures with more than 15% of living vertebrate species, suggesting a widespread mechanism for inferring sound direction.


Assuntos
Sinais (Psicologia) , Cyprinidae , Audição , Localização de Som , Animais , Feminino , Masculino , Algoritmos , Audição/fisiologia , Pressão , Som , Localização de Som/fisiologia , Vibração , Microtomografia por Raio-X , Cyprinidae/fisiologia , Movimento (Física) , Reflexo de Sobressalto , Material Particulado
9.
Nat Rev Genet ; 24(10): 665-686, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37173518

RESUMO

Progress in deciphering the genetic architecture of human sensorineural hearing impairment (SNHI) or loss, and multidisciplinary studies of mouse models, have led to the elucidation of the molecular mechanisms underlying auditory system function, primarily in the cochlea, the mammalian hearing organ. These studies have provided unparalleled insights into the pathophysiological processes involved in SNHI, paving the way for the development of inner-ear gene therapy based on gene replacement, gene augmentation or gene editing. The application of these approaches in preclinical studies over the past decade has highlighted key translational opportunities and challenges for achieving effective, safe and sustained inner-ear gene therapy to prevent or cure monogenic forms of SNHI and associated balance disorders.


Assuntos
Surdez , Perda Auditiva Neurossensorial , Camundongos , Animais , Humanos , Perda Auditiva Neurossensorial/genética , Perda Auditiva Neurossensorial/terapia , Audição/genética , Terapia Genética , Edição de Genes , Surdez/genética , Surdez/terapia , Mamíferos/genética
10.
Nature ; 613(7943): 317-323, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36544024

RESUMO

Cochlear implants (CIs) are neuroprosthetic devices that can provide hearing to deaf people1. Despite the benefits offered by CIs, the time taken for hearing to be restored and perceptual accuracy after long-term CI use remain highly variable2,3. CI use is believed to require neuroplasticity in the central auditory system, and differential engagement of neuroplastic mechanisms might contribute to the variability in outcomes4-7. Despite extensive studies on how CIs activate the auditory system4,8-12, the understanding of CI-related neuroplasticity remains limited. One potent factor enabling plasticity is the neuromodulator noradrenaline from the brainstem locus coeruleus (LC). Here we examine behavioural responses and neural activity in LC and auditory cortex of deafened rats fitted with multi-channel CIs. The rats were trained on a reward-based auditory task, and showed considerable individual differences of learning rates and maximum performance. LC photometry predicted when CI subjects began responding to sounds and longer-term perceptual accuracy. Optogenetic LC stimulation produced faster learning and higher long-term accuracy. Auditory cortical responses to CI stimulation reflected behavioural performance, with enhanced responses to rewarded stimuli and decreased distinction between unrewarded stimuli. Adequate engagement of central neuromodulatory systems is thus a potential clinically relevant target for optimizing neuroprosthetic device use.


Assuntos
Implantes Cocleares , Surdez , Locus Cerúleo , Animais , Ratos , Implante Coclear , Surdez/fisiopatologia , Surdez/terapia , Audição/fisiologia , Aprendizagem/fisiologia , Locus Cerúleo/citologia , Locus Cerúleo/fisiologia , Plasticidade Neuronal , Norepinefrina/metabolismo , Córtex Auditivo/citologia , Córtex Auditivo/fisiologia , Córtex Auditivo/fisiopatologia , Neurônios/fisiologia , Recompensa , Optogenética , Fotometria
11.
Annu Rev Cell Dev Biol ; 31: 347-71, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26566115

RESUMO

Organisms as diverse as microbes, roundworms, insects, and mammals detect and respond to applied force. In animals, this ability depends on ionotropic force receptors, known as mechanoelectrical transduction (MeT) channels, that are expressed by specialized mechanoreceptor cells embedded in diverse tissues and distributed throughout the body. These cells mediate hearing, touch, and proprioception and play a crucial role in regulating organ function. Here, we attempt to integrate knowledge about the architecture of mechanoreceptor cells and their sensory organs with principles of cell mechanics, and we consider how engulfing tissues contribute to mechanical filtering. We address progress in the quest to identify the proteins that form MeT channels and to understand how these channels are gated. For clarity and convenience, we focus on sensory mechanobiology in nematodes, fruit flies, and mice. These themes are emphasized: asymmetric responses to applied forces, which may reflect anisotropy of the structure and mechanics of sensory mechanoreceptor cells, and proteins that function as MeT channels, which appear to have emerged many times through evolution.


Assuntos
Audição/fisiologia , Mecanorreceptores/fisiologia , Mecanotransdução Celular/fisiologia , Tato/fisiologia , Animais , Humanos
12.
Annu Rev Neurosci ; 42: 433-457, 2019 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-31018099

RESUMO

Many mammals, including humans, are exquisitely sensitive to tiny time differences between sounds at the two ears. These interaural time differences are an important source of information for sound detection, for sound localization in space, and for environmental awareness. Two brainstem circuits are involved in the initial temporal comparisons between the ears, centered on the medial and lateral superior olive. Cells in these nuclei, as well as their afferents, display a large number of striking physiological and anatomical specializations to enable submillisecond sensitivity. As such, they provide an important model system to study temporal processing in the central nervous system. We review the progress that has been made in characterizing these primary binaural circuits as well as the variety of mechanisms that have been proposed to underlie their function.


Assuntos
Vias Auditivas/fisiologia , Audição/fisiologia , Núcleo Olivar/fisiologia , Localização de Som/fisiologia , Estimulação Acústica/métodos , Animais , Humanos , Modelos Neurológicos
13.
Cell ; 151(6): 1283-95, 2012 Dec 07.
Artigo em Inglês | MEDLINE | ID: mdl-23217710

RESUMO

Hair cells are mechanosensors for the perception of sound, acceleration, and fluid motion. Mechanotransduction channels in hair cells are gated by tip links, which connect the stereocilia of a hair cell in the direction of their mechanical sensitivity. The molecular constituents of the mechanotransduction channels of hair cells are not known. Here, we show that mechanotransduction is impaired in mice lacking the tetraspan TMHS. TMHS binds to the tip-link component PCDH15 and regulates tip-link assembly, a process that is disrupted by deafness-causing Tmhs mutations. TMHS also regulates transducer channel conductance and is required for fast channel adaptation. TMHS therefore resembles other ion channel regulatory subunits such as the transmembrane alpha-amino-3-hydroxy-5-methyl-4-isoxazole propionic acid (AMPA) receptor regulatory proteins (TARPs) of AMPA receptors that facilitate channel transport and regulate the properties of pore-forming channel subunits. We conclude that TMHS is an integral component of the hair cell's mechanotransduction machinery that functionally couples PCDH15 to the transduction channel.


Assuntos
Células Ciliadas Auditivas/metabolismo , Audição , Mecanotransdução Celular , Proteínas de Membrana/metabolismo , Animais , Proteínas Relacionadas a Caderinas , Caderinas/metabolismo , Proteínas de Membrana/genética , Proteínas de Membrana/ultraestrutura , Camundongos , Camundongos Knockout , Precursores de Proteínas/metabolismo , Estereocílios/metabolismo
14.
Cell ; 150(5): 1042-54, 2012 Aug 31.
Artigo em Inglês | MEDLINE | ID: mdl-22939627

RESUMO

The Drosophila auditory organ shares equivalent transduction mechanisms with vertebrate hair cells, and both are specified by atonal family genes. Using a whole-organ knockout strategy based on atonal, we have identified 274 Drosophila auditory organ genes. Only four of these genes had previously been associated with fly hearing, yet one in five of the genes that we identified has a human cognate that is implicated in hearing disorders. Mutant analysis of 42 genes shows that more than half of them contribute to auditory organ function, with phenotypes including hearing loss, auditory hypersusceptibility, and ringing ears. We not only discover ion channels and motors important for hearing, but also show that auditory stimulus processing involves chemoreceptor proteins as well as phototransducer components. Our findings demonstrate mechanosensory roles for ionotropic receptors and visual rhodopsins and indicate that different sensory modalities utilize common signaling cascades.


Assuntos
Drosophila/fisiologia , Transdução de Sinais , Animais , Dineínas do Axonema/metabolismo , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Drosophila/anatomia & histologia , Drosophila/genética , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Células Ciliadas Auditivas/metabolismo , Audição/fisiologia , Canais Iônicos/genética , Canais Iônicos/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Rodopsina/genética , Rodopsina/metabolismo , Canais de Potencial de Receptor Transitório/genética , Canais de Potencial de Receptor Transitório/metabolismo
15.
Proc Natl Acad Sci U S A ; 121(15): e2314763121, 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38557194

RESUMO

Although sudden sensorineural hearing loss (SSNHL) is a serious condition, there are currently no approved drugs for its treatment. Nevertheless, there is a growing understanding that the cochlear pathologies that underlie SSNHL include apoptotic death of sensory outer hair cells (OHCs) as well as loss of ribbon synapses connecting sensory inner hair cells (IHCs) and neurites of the auditory nerve, designated synaptopathy. Noise-induced hearing loss (NIHL) is a common subtype of SSNHL and is widely used to model hearing loss preclinically. Here, we demonstrate that a single interventive application of a small pyridoindole molecule (AC102) into the middle ear restored auditory function almost to prenoise levels in a guinea pig model of NIHL. AC102 prevented noise-triggered loss of OHCs and reduced IHC synaptopathy suggesting a role of AC102 in reconnecting auditory neurons to their sensory target cells. Notably, AC102 exerted its therapeutic properties over a wide frequency range. Such strong improvements in hearing have not previously been demonstrated for other therapeutic agents. In vitro experiments of a neuronal damage model revealed that AC102 protected cells from apoptosis and promoted neurite growth. These effects may be explained by increased production of adenosine triphosphate, indicating improved mitochondrial function, and reduced levels of reactive-oxygen species which prevents the apoptotic processes responsible for OHC death. This action profile of AC102 might be causal for the observed hearing recovery in in vivo models.


Assuntos
Perda Auditiva Provocada por Ruído , Perda Auditiva Neurossensorial , Cobaias , Animais , Audição , Cóclea , Ruído/efeitos adversos , Células Ciliadas Auditivas Externas/fisiologia , Limiar Auditivo
16.
Proc Natl Acad Sci U S A ; 121(8): e2310561121, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-38354264

RESUMO

Exposure to loud noise triggers sensory organ damage and degeneration that, in turn, leads to hearing loss. Despite the troublesome impact of noise-induced hearing loss (NIHL) in individuals and societies, treatment strategies that protect and restore hearing are few and insufficient. As such, identification and mechanistic understanding of the signaling pathways involved in NIHL are required. Biological zinc is mostly bound to proteins, where it plays major structural or catalytic roles; however, there is also a pool of unbound, mobile (labile) zinc. Labile zinc is mostly found in vesicles in secretory tissues, where it is released and plays a critical signaling role. In the brain, labile zinc fine-tunes neurotransmission and sensory processing. However, injury-induced dysregulation of labile zinc signaling contributes to neurodegeneration. Here, we tested whether zinc dysregulation occurs and contributes to NIHL in mice. We found that ZnT3, the vesicular zinc transporter responsible for loading zinc into vesicles, is expressed in cochlear hair cells and the spiral limbus, with labile zinc also present in the same areas. Soon after noise trauma, ZnT3 and zinc levels are significantly increased, and their subcellular localization is vastly altered. Disruption of zinc signaling, either via ZnT3 deletion or pharmacological zinc chelation, mitigated NIHL, as evidenced by enhanced auditory brainstem responses, distortion product otoacoustic emissions, and number of hair cell synapses. These data reveal that noise-induced zinc dysregulation is associated with cochlear dysfunction and recovery after NIHL, and point to zinc chelation as a potential treatment for mitigating NIHL.


Assuntos
Perda Auditiva Provocada por Ruído , Camundongos , Animais , Perda Auditiva Provocada por Ruído/tratamento farmacológico , Zinco , Cóclea , Ruído/efeitos adversos , Audição , Potenciais Evocados Auditivos do Tronco Encefálico/fisiologia , Limiar Auditivo
17.
PLoS Genet ; 20(3): e1011211, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38498576

RESUMO

Age-related hearing loss (ARHL) is a common sensory impairment with complex underlying mechanisms. In our previous study, we performed a meta-analysis of genome-wide association studies (GWAS) in mice and identified a novel locus on chromosome 18 associated with ARHL specifically linked to a 32 kHz tone burst stimulus. Consequently, we investigated the role of Formin Homology 2 Domain Containing 3 (Fhod3), a newly discovered candidate gene for ARHL based on the GWAS results. We observed Fhod3 expression in auditory hair cells (HCs) primarily localized at the cuticular plate (CP). To understand the functional implications of Fhod3 in the cochlea, we generated Fhod3 overexpression mice (Pax2-Cre+/-; Fhod3Tg/+) (TG) and HC-specific conditional knockout mice (Atoh1-Cre+/-; Fhod3fl/fl) (KO). Audiological assessments in TG mice demonstrated progressive high-frequency hearing loss, characterized by predominant loss of outer hair cells, and a decreased phalloidin intensities of CP. Ultrastructural analysis revealed loss of the shortest row of stereocilia in the basal turn of the cochlea, and alterations in the cuticular plate surrounding stereocilia rootlets. Importantly, the hearing and HC phenotype in TG mice phenocopied that of the KO mice. These findings suggest that balanced expression of Fhod3 is critical for proper CP and stereocilia structure and function. Further investigation of Fhod3 related hearing impairment mechanisms may lend new insight towards the myriad mechanisms underlying ARHL, which in turn could facilitate the development of therapeutic strategies for ARHL.


Assuntos
Actinas , Perda Auditiva de Alta Frequência , Animais , Camundongos , Actinas/genética , Actinas/metabolismo , Cóclea/metabolismo , Forminas/genética , Estudo de Associação Genômica Ampla , Audição , Camundongos Knockout , Polimerização
18.
Annu Rev Neurosci ; 41: 553-572, 2018 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-29986164

RESUMO

Hearing is often viewed as a passive process: Sound enters the ear, triggers a cascade of activity through the auditory system, and culminates in an auditory percept. In contrast to a passive process, motor-related signals strongly modulate the auditory system from the eardrum to the cortex. The motor modulation of auditory activity is most well documented during speech and other vocalizations but also can be detected during a wide variety of other sound-generating behaviors. An influential idea is that these motor-related signals suppress neural responses to predictable movement-generated sounds, thereby enhancing sensitivity to environmental sounds during movement while helping to detect errors in learned acoustic behaviors, including speech and musicianship. Findings in humans, monkeys, songbirds, and mice provide new insights into the circuits that convey motor-related signals to the auditory system, while lending support to the idea that these signals function predictively to facilitate hearing and vocal learning.


Assuntos
Vias Auditivas/fisiologia , Audição/fisiologia , Movimento/fisiologia , Vocalização Animal/fisiologia , Estimulação Acústica , Animais , Humanos
19.
Annu Rev Neurosci ; 41: 527-552, 2018 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-29986161

RESUMO

How the cerebral cortex encodes auditory features of biologically important sounds, including speech and music, is one of the most important questions in auditory neuroscience. The pursuit to understand related neural coding mechanisms in the mammalian auditory cortex can be traced back several decades to the early exploration of the cerebral cortex. Significant progress in this field has been made in the past two decades with new technical and conceptual advances. This article reviews the progress and challenges in this area of research.


Assuntos
Córtex Auditivo/fisiologia , Vias Auditivas/fisiologia , Percepção Auditiva/fisiologia , Mapeamento Encefálico , Animais , Audição , Humanos , Música , Fala
20.
PLoS Biol ; 21(3): e3002041, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36947567

RESUMO

Our sense of hearing is mediated by sensory hair cells, precisely arranged and highly specialized cells subdivided into outer hair cells (OHCs) and inner hair cells (IHCs). Light microscopy tools allow for imaging of auditory hair cells along the full length of the cochlea, often yielding more data than feasible to manually analyze. Currently, there are no widely applicable tools for fast, unsupervised, unbiased, and comprehensive image analysis of auditory hair cells that work well either with imaging datasets containing an entire cochlea or smaller sampled regions. Here, we present a highly accurate machine learning-based hair cell analysis toolbox (HCAT) for the comprehensive analysis of whole cochleae (or smaller regions of interest) across light microscopy imaging modalities and species. The HCAT is a software that automates common image analysis tasks such as counting hair cells, classifying them by subtype (IHCs versus OHCs), determining their best frequency based on their location along the cochlea, and generating cochleograms. These automated tools remove a considerable barrier in cochlear image analysis, allowing for faster, unbiased, and more comprehensive data analysis practices. Furthermore, HCAT can serve as a template for deep learning-based detection tasks in other types of biological tissue: With some training data, HCAT's core codebase can be trained to develop a custom deep learning detection model for any object on an image.


Assuntos
Cóclea , Células Ciliadas Vestibulares , Células Ciliadas Auditivas Internas/metabolismo , Células Ciliadas Auditivas Externas/metabolismo , Audição
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