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1.
JMIR Res Protoc ; 13: e52602, 2024 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-38483456

RESUMEN

BACKGROUND: Artificial intelligence as a medical device (AIaMD) has the potential to transform many aspects of ophthalmic care, such as improving accuracy and speed of diagnosis, addressing capacity issues in high-volume areas such as screening, and detecting novel biomarkers of systemic disease in the eye (oculomics). In order to ensure that such tools are safe for the target population and achieve their intended purpose, it is important that these AIaMD have adequate clinical evaluation to support any regulatory decision. Currently, the evidential requirements for regulatory approval are less clear for AIaMD compared to more established interventions such as drugs or medical devices. There is therefore value in understanding the level of evidence that underpins AIaMD currently on the market, as a step toward identifying what the best practices might be in this area. In this systematic scoping review, we will focus on AIaMD that contributes to clinical decision-making (relating to screening, diagnosis, prognosis, and treatment) in the context of ophthalmic imaging. OBJECTIVE: This study aims to identify regulator-approved AIaMD for ophthalmic imaging in Europe, Australia, and the United States; report the characteristics of these devices and their regulatory approvals; and report the available evidence underpinning these AIaMD. METHODS: The Food and Drug Administration (United States), the Australian Register of Therapeutic Goods (Australia), the Medicines and Healthcare products Regulatory Agency (United Kingdom), and the European Database on Medical Devices (European Union) regulatory databases will be searched for ophthalmic imaging AIaMD through a snowballing approach. PubMed and clinical trial registries will be systematically searched, and manufacturers will be directly contacted for studies investigating the effectiveness of eligible AIaMD. Preliminary regulatory database searches, evidence searches, screening, data extraction, and methodological quality assessment will be undertaken by 2 independent review authors and arbitrated by a third at each stage of the process. RESULTS: Preliminary searches were conducted in February 2023. Data extraction, data synthesis, and assessment of methodological quality commenced in October 2023. The review is on track to be completed and submitted for peer review by April 2024. CONCLUSIONS: This systematic review will provide greater clarity on ophthalmic imaging AIaMD that have achieved regulatory approval as well as the evidence that underpins them. This should help adopters understand the range of tools available and whether they can be safely incorporated into their clinical workflow, and it should also support developers in navigating regulatory approval more efficiently. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/52602.

2.
Clin Ophthalmol ; 17: 3323-3330, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38026608

RESUMEN

Purpose: We examine the rate of and reasons for follow-up in an Artificial Intelligence (AI)-based workflow for diabetic retinopathy (DR) screening relative to two human-based workflows. Patients and Methods: A DR screening program initiated September 2019 between one institution and its affiliated primary care and endocrinology clinics screened 2243 adult patients with type 1 or 2 diabetes without a diagnosis of DR in the previous year in the San Francisco Bay Area. For patients who screened positive for more-than-mild-DR (MTMDR), rates of follow-up were calculated under a store-and-forward human-based DR workflow ("Human Workflow"), an AI-based workflow involving IDx-DR ("AI Workflow"), and a two-step hybrid workflow ("AI-Human Hybrid Workflow"). The AI Workflow provided results within 48 hours, whereas the other workflows took up to 7 days. Patients were surveyed by phone about follow-up decisions. Results: Under the AI Workflow, 279 patients screened positive for MTMDR. Of these, 69.2% followed up with an ophthalmologist within 90 days. Altogether 70.5% (N=48) of patients who followed up chose their location based on primary care referral. Among the subset of patients that were seen in person at the university eye institute under the Human Workflow and AI-Human Hybrid Workflow, 12.0% (N=14/117) and 11.7% (N=12/103) of patients with a referrable screening result followed up compared to 35.5% of patients under the AI Workflow (N=99/279; χ2df=2 = 36.70, p < 0.00000001). Conclusion: Ophthalmology follow-up after a positive DR screening result is approximately three-fold higher under the AI Workflow than either the Human Workflow or AI-Human Hybrid Workflow. Improved follow-up behavior may be due to the decreased time to screening result.

3.
JAMA Ophthalmol ; 141(11): 1052-1061, 2023 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-37856139

RESUMEN

Importance: The identification of patients at risk of progressing from intermediate age-related macular degeneration (iAMD) to geographic atrophy (GA) is essential for clinical trials aimed at preventing disease progression. DeepGAze is a fully automated and accurate convolutional neural network-based deep learning algorithm for predicting progression from iAMD to GA within 1 year from spectral-domain optical coherence tomography (SD-OCT) scans. Objective: To develop a deep-learning algorithm based on volumetric SD-OCT scans to predict the progression from iAMD to GA during the year following the scan. Design, Setting, and Participants: This retrospective cohort study included participants with iAMD at baseline and who either progressed or did not progress to GA within the subsequent 13 months. Participants were included from centers in 4 US states. Data set 1 included patients from the Age-Related Eye Disease Study 2 AREDS2 (Ancillary Spectral-Domain Optical Coherence Tomography) A2A study (July 2008 to August 2015). Data sets 2 and 3 included patients with imaging taken in routine clinical care at a tertiary referral center and associated satellites between January 2013 and January 2023. The stored imaging data were retrieved for the purpose of this study from July 1, 2022, to February 1, 2023. Data were analyzed from May 2021 to July 2023. Exposure: A position-aware convolutional neural network with proactive pseudointervention was trained and cross-validated on Bioptigen SD-OCT volumes (data set 1) and validated on 2 external data sets comprising Heidelberg Spectralis SD-OCT scans (data sets 2 and 3). Main Outcomes and Measures: Prediction of progression to GA within 13 months was evaluated with area under the receiver-operator characteristic curves (AUROC) as well as area under the precision-recall curve (AUPRC), sensitivity, specificity, positive predictive value, negative predictive value, and accuracy. Results: The study included a total of 417 patients: 316 in data set 1 (mean [SD] age, 74 [8]; 185 [59%] female), 53 in data set 2, (mean [SD] age, 83 [8]; 32 [60%] female), and 48 in data set 3 (mean [SD] age, 81 [8]; 32 [67%] female). The AUROC for prediction of progression from iAMD to GA within 1 year was 0.94 (95% CI, 0.92-0.95; AUPRC, 0.90 [95% CI, 0.85-0.95]; sensitivity, 0.88 [95% CI, 0.84-0.92]; specificity, 0.90 [95% CI, 0.87-0.92]) for data set 1. The addition of expert-annotated SD-OCT features to the model resulted in no improvement compared to the fully autonomous model (AUROC, 0.95; 95% CI, 0.92-0.95; P = .19). On an independent validation data set (data set 2), the model predicted progression to GA with an AUROC of 0.94 (95% CI, 0.91-0.96; AUPRC, 0.92 [0.89-0.94]; sensitivity, 0.91 [95% CI, 0.74-0.98]; specificity, 0.80 [95% CI, 0.63-0.91]). At a high-specificity operating point, simulated clinical trial recruitment was enriched for patients progressing to GA within 1 year by 8.3- to 20.7-fold (data sets 2 and 3). Conclusions and Relevance: The fully automated, position-aware deep-learning algorithm assessed in this study successfully predicted progression from iAMD to GA over a clinically meaningful time frame. The ability to predict imminent GA progression could facilitate clinical trials aimed at preventing the condition and could guide clinical decision-making regarding screening frequency or treatment initiation.


Asunto(s)
Aprendizaje Profundo , Atrofia Geográfica , Degeneración Macular , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Algoritmos , Progresión de la Enfermedad , Atrofia Geográfica/diagnóstico por imagen , Degeneración Macular/diagnóstico por imagen , Estudios Retrospectivos , Tomografía de Coherencia Óptica/métodos , Ensayos Clínicos como Asunto
4.
Ophthalmol Sci ; 3(4): 100330, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37449051

RESUMEN

Objective: Detection of diabetic retinopathy (DR) outside of specialized eye care settings is an important means of access to vision-preserving health maintenance. Remote interpretation of fundus photographs acquired in a primary care or other nonophthalmic setting in a store-and-forward manner is a predominant paradigm of teleophthalmology screening programs. Artificial intelligence (AI)-based image interpretation offers an alternative means of DR detection. IDx-DR (Digital Diagnostics Inc) is a Food and Drug Administration-authorized autonomous testing device for DR. We evaluated the diagnostic performance of IDx-DR compared with human-based teleophthalmology over 2 and a half years. Additionally, we evaluated an AI-human hybrid workflow that combines AI-system evaluation with human expert-based assessment for referable cases. Design: Prospective cohort study and retrospective analysis. Participants: Diabetic patients ≥ 18 years old without a prior DR diagnosis or DR examination in the past year presenting for routine DR screening in a primary care clinic. Methods: Macula-centered and optic nerve-centered fundus photographs were evaluated by an AI algorithm followed by consensus-based overreading by retina specialists at the Stanford Ophthalmic Reading Center. Detection of more-than-mild diabetic retinopathy (MTMDR) was compared with in-person examination by a retina specialist. Main Outcome Measures: Sensitivity, specificity, accuracy, positive predictive value, and gradability achieved by the AI algorithm and retina specialists. Results: The AI algorithm had higher sensitivity (95.5% sensitivity; 95% confidence interval [CI], 86.7%-100%) but lower specificity (60.3% specificity; 95% CI, 47.7%-72.9%) for detection of MTMDR compared with remote image interpretation by retina specialists (69.5% sensitivity; 95% CI, 50.7%-88.3%; 96.9% specificity; 95% CI, 93.5%-100%). Gradability of encounters was also lower for the AI algorithm (62.5%) compared with retina specialists (93.1%). A 2-step AI-human hybrid workflow in which the AI algorithm initially rendered an assessment followed by overread by a retina specialist of MTMDR-positive encounters resulted in a sensitivity of 95.5% (95% CI, 86.7%-100%) and a specificity of 98.2% (95% CI, 94.6%-100%). Similarly, a 2-step overread by retina specialists of AI-ungradable encounters improved gradability from 63.5% to 95.6% of encounters. Conclusions: Implementation of an AI-human hybrid teleophthalmology workflow may both decrease reliance on human specialist effort and improve diagnostic accuracy. Financial Disclosures: Proprietary or commercial disclosure may be found after the references.

5.
Diagnostics (Basel) ; 12(7)2022 Jul 14.
Artículo en Inglés | MEDLINE | ID: mdl-35885619

RESUMEN

While color fundus photos are used in routine clinical practice to diagnose ophthalmic conditions, evidence suggests that ocular imaging contains valuable information regarding the systemic health features of patients. These features can be identified through computer vision techniques including deep learning (DL) artificial intelligence (AI) models. We aim to construct a DL model that can predict systemic features from fundus images and to determine the optimal method of model construction for this task. Data were collected from a cohort of patients undergoing diabetic retinopathy screening between March 2020 and March 2021. Two models were created for each of 12 systemic health features based on the DenseNet201 architecture: one utilizing transfer learning with images from ImageNet and another from 35,126 fundus images. Here, 1277 fundus images were used to train the AI models. Area under the receiver operating characteristics curve (AUROC) scores were used to compare the model performance. Models utilizing the ImageNet transfer learning data were superior to those using retinal images for transfer learning (mean AUROC 0.78 vs. 0.65, p-value < 0.001). Models using ImageNet pretraining were able to predict systemic features including ethnicity (AUROC 0.93), age > 70 (AUROC 0.90), gender (AUROC 0.85), ACE inhibitor (AUROC 0.82), and ARB medication use (AUROC 0.78). We conclude that fundus images contain valuable information about the systemic characteristics of a patient. To optimize DL model performance, we recommend that even domain specific models consider using transfer learning from more generalized image sets to improve accuracy.

6.
Ophthalmology ; 129(5): e43-e59, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-35016892

RESUMEN

OBJECTIVE: Health care systems worldwide are challenged to provide adequate care for the 200 million individuals with age-related macular degeneration (AMD). Artificial intelligence (AI) has the potential to make a significant, positive impact on the diagnosis and management of patients with AMD; however, the development of effective AI devices for clinical care faces numerous considerations and challenges, a fact evidenced by a current absence of Food and Drug Administration (FDA)-approved AI devices for AMD. PURPOSE: To delineate the state of AI for AMD, including current data, standards, achievements, and challenges. METHODS: Members of the Collaborative Community on Ophthalmic Imaging Working Group for AI in AMD attended an inaugural meeting on September 7, 2020, to discuss the topic. Subsequently, they undertook a comprehensive review of the medical literature relevant to the topic. Members engaged in meetings and discussion through December 2021 to synthesize the information and arrive at a consensus. RESULTS: Existing infrastructure for robust AI development for AMD includes several large, labeled data sets of color fundus photography and OCT images; however, image data often do not contain the metadata necessary for the development of reliable, valid, and generalizable models. Data sharing for AMD model development is made difficult by restrictions on data privacy and security, although potential solutions are under investigation. Computing resources may be adequate for current applications, but knowledge of machine learning development may be scarce in many clinical ophthalmology settings. Despite these challenges, researchers have produced promising AI models for AMD for screening, diagnosis, prediction, and monitoring. Future goals include defining benchmarks to facilitate regulatory authorization and subsequent clinical setting generalization. CONCLUSIONS: Delivering an FDA-authorized, AI-based device for clinical care in AMD involves numerous considerations, including the identification of an appropriate clinical application; acquisition and development of a large, high-quality data set; development of the AI architecture; training and validation of the model; and functional interactions between the model output and clinical end user. The research efforts undertaken to date represent starting points for the medical devices that eventually will benefit providers, health care systems, and patients.


Asunto(s)
Oftalmopatías , Degeneración Macular , Oftalmología , Inteligencia Artificial , Técnicas de Diagnóstico Oftalmológico , Oftalmopatías/diagnóstico , Humanos , Degeneración Macular/diagnóstico por imagen , Estados Unidos
7.
Retin Cases Brief Rep ; 16(4): 486-489, 2022 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-32541442

RESUMEN

PURPOSE: Sickle cell trait affects 8% of African Americans. Once believed to represent a benign carrier state, it has been linked to an increased risk of several of the pathological conditions that arise in sickle cell disease in at-risk individuals with hematologic and vascular comorbidities. Macular infarction is a known complication of sickle cell disease; this article illustrates this unique presentation in a patient with sickle cell trait. METHODS: Case report. PATIENT: A 74-year-old African American man presented with the complaint of a central scotoma of the right eye. RESULTS: Multimodal retinal imaging identified central macular infarction with severe inner retinal atrophy. Laboratory testing confirmed the presence of sickle cell trait. Other pertinent positives included low levels of protein C and protein S, untreated obstructive sleep apnea, and elevated levels of homocysteine in the setting of alcoholic liver cirrhosis and chronic kidney disease. CONCLUSION: Ocular manifestations of sickle cell trait have most frequently been reported in individuals with systemic medical comorbidities that predispose to erythrocyte sickling and vaso-occlusive disease. This case identifies a novel complication of sickle cell trait disorder, macular infarction, in a patient with comorbid associations.


Asunto(s)
Anemia de Células Falciformes , Enfermedades de la Retina , Rasgo Drepanocítico , Anciano , Anemia de Células Falciformes/complicaciones , Humanos , Infarto/etiología , Masculino , Enfermedades de la Retina/complicaciones , Enfermedades de la Retina/etiología , Escotoma , Rasgo Drepanocítico/complicaciones
8.
Ocul Immunol Inflamm ; 30(5): 1211-1213, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-33793370

RESUMEN

PURPOSE: The immune checkpoint inhibitors (ICPIs) comprise a class of oncologic immunotherapies. The most recent US Food and Drug Administration-approved ICPI is cemiplimab (Libtayo®). Cemiplimab, like the other ICPIs, blocks checkpoint receptors in order to disinhibit T-cells so that they may detect and eliminate tumor cells. Consequently, treatment with ICPIs is associated with immune-related adverse events including uveitis. METHODS: Case report. RESULTS: A 63-year-old man with a history of metastatic squamous cell carcinoma developed blurry vision 3 months after starting treatment with cemiplimab. The patient was found to have posterior uveitis with retinal vasculitis that was successfully controlled with discontinuation of the medication as well as treatment with local and systemic steroids. CONCLUSION: Similar to other ICPIs, uveitis may be associated with cemiplimab. In the setting of posterior uveitis, treatment may require cessation of cemiplimab and intensive steroid treatment.


Asunto(s)
Neoplasias Cutáneas , Uveítis Posterior , Uveítis , Anticuerpos Monoclonales Humanizados , Humanos , Inhibidores de Puntos de Control Inmunológico , Masculino , Persona de Mediana Edad , Neoplasias Cutáneas/tratamiento farmacológico , Uveítis/tratamiento farmacológico , Uveítis Posterior/inducido químicamente , Uveítis Posterior/diagnóstico , Uveítis Posterior/tratamiento farmacológico
9.
Middle East Afr J Ophthalmol ; 29(1): 38-50, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36685346

RESUMEN

Retinopathy of prematurity (ROP) is a disease that affects retinal vasculature in premature infants and remains one of the leading causes of blindness in childhood worldwide. ROP screening can encounter some difficulties such as the lack of specialists and services in rural areas. The evolution of technology has helped address these issues and led to the emergence of state-of-the-art multimodal digital imaging devices such fundus cameras with its variable properties, optical coherence tomography (OCT), OCT angiography, and fluorescein angiography which has helped immensely in the process of improving ROP care and understanding the disease pathophysiology. Computer-based imaging analysis and deep learning have recently been demonstrating promising outcomes in regard to ROP diagnosis. Telemedicine is considered an acceptable alternative to clinical examination when optimal circumstances for ROP screening in certain areas are lacking, and the expansion of these programs has been reported. Tele-education programs in ROP have the potential to improve the quality of training to physicians to optimize ROP care.


Asunto(s)
Retinopatía de la Prematuridad , Telemedicina , Recién Nacido , Lactante , Humanos , Retinopatía de la Prematuridad/diagnóstico , Recien Nacido Prematuro , Tomografía de Coherencia Óptica , Imagen Multimodal , Telemedicina/métodos , Edad Gestacional
10.
Ocul Immunol Inflamm ; 29(1): 203-211, 2021 Jan 02.
Artículo en Inglés | MEDLINE | ID: mdl-32815757

RESUMEN

Purpose: Immune checkpoint inhibitors (ICPIs), novel immunotherapy agents employed in the treatment of metastatic melanoma and other solid tumors, are associated with immune-related adverse events, including ocular inflammation. We review the current literature on immune checkpoint inhibitor-associated uveitis (ICIPU).Methods: A comprehensive literature review utilizing MEDLINE/PubMed, Cochrane, and Web of Science databases was conducted. One hundred and twenty-six cases of ICPIU reported in the literature prior to January 31, 2020 were identified and reviewed.Results: ICPIs were associated with 126 cases of anterior uveitis, intermediate uveitis, posterior uveitis, and panuveitis from 67 reports in the literature. Patients typically developed intraocular inflammation a median of 9 weeks after initiation of ICPI and 83.6% of the patients developed uveitis within 6 months. The vast majority of patients recovered to within one line of baseline vision in response to topical, local, and/or systemic steroid treatment as well as the cessation of medication.Conclusions: Prompt recognition and steroid treatment of ICPIU are critical to the care of patients receiving ICPIs.


Asunto(s)
Inhibidores de Puntos de Control Inmunológico/efectos adversos , Inmunoterapia/efectos adversos , Humanos , Uveítis/tratamiento farmacológico
11.
Retina ; 39(6): 1177-1185, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-29528979

RESUMEN

PURPOSE: To evaluate microstructural retinal abnormalities on spectral domain optical coherence tomography (SD-OCT) imaging of eyes with Coats disease. METHODS: This is a multicenter, retrospective study in which SD-OCT images of patients with treatment-naive Coats disease were correlated with clinical examination and visual acuity and, when available, followed longitudinally over time. RESULTS: Macular SD-OCT of 27 eyes with Coats disease revealed intraretinal edema (59%), intraretinal exudates (67%), subretinal fluid (37%), subretinal exudate (48%), ellipsoid zone disruption (52%), external limiting membrane disruption (41%), and subfoveal nodule (26%). All these microstructural abnormalities correlated with worse baseline and final visual acuities (P < 0.05) on univariate analysis, except for intraretinal edema which exhibited a nonstatistically significant trend toward worse baseline visual acuity (P = 0.16). Within stage 2b eyes, external limiting membrane disruption and subretinal nodule on SD-OCT were associated with worse baseline visual acuity (P = 0.02 for both), and there was a trend toward worse final visual acuity with external limiting membrane disruption and subretinal nodule (P = 0.17 for both) and worse baseline (P = 0.08) and final (P = 0.13) visual acuities with ellipsoid zone disruption. No microstructural abnormalities were noted on OCT of fellow eyes. CONCLUSION: Spectral domain OCT can identify microstructural abnormalities in Coats disease that are associated on univariate analysis with worse baseline visual acuity and visual prognosis. Further larger studies are necessary.


Asunto(s)
Retina/patología , Telangiectasia Retiniana/diagnóstico , Tomografía de Coherencia Óptica/métodos , Agudeza Visual , Adolescente , Adulto , Niño , Preescolar , Femenino , Angiografía con Fluoresceína/métodos , Fondo de Ojo , Humanos , Masculino , Estudios Retrospectivos , Adulto Joven
12.
Elife ; 72018 06 12.
Artículo en Inglés | MEDLINE | ID: mdl-29893686

RESUMEN

The lateral-line neuromast of the zebrafish displays a restricted, consistent pattern of innervation that facilitates the comparison of microcircuits across individuals, developmental stages, and genotypes. We used serial blockface scanning electron microscopy to determine from multiple specimens the neuromast connectome, a comprehensive set of connections between hair cells and afferent and efferent nerve fibers. This analysis delineated a complex but consistent wiring pattern with three striking characteristics: each nerve terminal is highly specific in receiving innervation from hair cells of a single directional sensitivity; the innervation is redundant; and the terminals manifest a hierarchy of dominance. Mutation of the canonical planar-cell-polarity gene vangl2, which decouples the asymmetric phenotypes of sibling hair-cell pairs, results in randomly positioned, randomly oriented sibling cells that nonetheless retain specific wiring. Because larvae that overexpress Notch exhibit uniformly oriented, uniformly innervating hair-cell siblings, wiring specificity is mediated by the Notch signaling pathway.


Asunto(s)
Vías Aferentes/fisiología , Vías Eferentes/fisiología , Células Ciliadas Auditivas/fisiología , Sistema de la Línea Lateral/fisiología , Vías Nerviosas/fisiología , Pez Cebra/fisiología , Vías Aferentes/citología , Animales , Axones/fisiología , Axones/ultraestructura , Polaridad Celular , Vías Eferentes/citología , Embrión no Mamífero , Ganglios/citología , Ganglios/fisiología , Expresión Génica , Células Ciliadas Auditivas/ultraestructura , Larva/anatomía & histología , Larva/fisiología , Sistema de la Línea Lateral/citología , Sistema de la Línea Lateral/inervación , Proteínas de la Membrana/genética , Proteínas de la Membrana/metabolismo , Mutación , Fibras Nerviosas/fisiología , Fibras Nerviosas/ultraestructura , Vías Nerviosas/ultraestructura , Imagen Óptica , Receptores Notch/genética , Receptores Notch/metabolismo , Transducción de Señal , Pez Cebra/anatomía & histología , Proteínas de Pez Cebra/genética , Proteínas de Pez Cebra/metabolismo
13.
Ethology ; 123(6-7): 442-452, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29062162

RESUMEN

Maternal aggression is behavior displayed by post-partum lactating female mice toward unfamiliar conspecifics, presumably as a defense against infanticide. A variety of perinatal stressors can impair maternal care in adulthood. Previous studies on associations between developmental perturbations and maternal aggression have produced mixed results. To address this issue, we employed a proxy for developmental instability, fluctuating asymmetry (FA) to further elucidate the relationship between low temperature stress and maternal aggression. FA, small, random deviations from perfect symmetry in bilateral characters is used as a quantitative measure of stress during ontogeny. Dams were either maintained in standard laboratory temperatures (21 ± 2 °C), or cold temperatures (8 ± 2 °C) during gestation. During lactation, their progeny either remained in the temperature condition in which they were gestated or were transferred to the other temperature condition. Four individual measures of FA, a composite of these measures, and three measures of maternal aggression were assessed in the female progeny in adulthood. Exposure to low temperatures during both pre- and early post-natal development increased composite FA and reduced all three measures of maternal aggression compared to controls. Exposure to low temperatures during the pre- or postnatal period alone did not induce either high FA or altered maternal aggression. Certain measures of FA and nest defense were negatively correlated. Our results suggest that low temperatures experienced during gestation and lactation may have important fitness costs. Low maternal aggression towards infanticidal conspecifics is likely to limit the number of offspring surviving into adulthood. Overall, FA appears to be a reliable indicator of chronic developmental stress with implications for fitness.

14.
Genes Dev ; 29(10): 1087-94, 2015 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-25995190

RESUMEN

The assembly of a nervous system requires the extension of axons and dendrites to specific regions where they are matched with appropriate synaptic targets. Although the cues that guide long-range outgrowth have been characterized extensively, additional mechanisms are required to explain short-range guidance in neural development. Using a complementary combination of time-lapse imaging by fluorescence confocal microscopy and serial block-face electron microscopy, we identified a novel type of presynaptic projection that participates in the assembly of the vertebrate nervous system. Synapse formation by each hair cell of the zebrafish's lateral line occurs during a particular interval after the cell's birth. During the same period, projections emerge from the cellular soma, extending toward a specific subpopulation of mature hair cells and interacting with polarity-specific afferent nerve terminals. The terminals then extend along the projections to reach appropriately matched presynaptic sites, after which the projections recede. Our results suggest that presynaptic projections act as transient scaffolds for short-range partner matching, a mechanism that may occur elsewhere in the nervous system.


Asunto(s)
Diferenciación Celular , Sistema de la Línea Lateral/citología , Células Receptoras Sensoriales/citología , Sinapsis/fisiología , Pez Cebra/fisiología , Animales , Sistema de la Línea Lateral/crecimiento & desarrollo , Sistema de la Línea Lateral/ultraestructura , Microscopía Electrónica de Transmisión , Células Receptoras Sensoriales/ultraestructura , Pez Cebra/crecimiento & desarrollo
15.
Behav Brain Res ; 189(1): 117-25, 2008 May 16.
Artículo en Inglés | MEDLINE | ID: mdl-18299155

RESUMEN

The canonical Wnt pathway and beta-catenin have been implicated in the pathophysiology of mood disorders. We generated forebrain-specific CRE-mediated conditional beta-catenin knock-out mice to begin exploring the behavioral implications of decreased Wnt pathway signaling in the central nervous system. In situ hybridization revealed a progressive knock-out of beta-catenin that began between 2 and 4 weeks of age, and by 12 weeks resulted in considerably decreased beta-catenin expression in regions of the forebrain, including the frontal cortex, hippocampus, and striatum. A significant decrease in protein levels of beta-catenin in these brain regions was observed by Western blot. Behavioral characterization of these mice in several tests (including the forced swim test, tail suspension test (TST), learned helplessness, response and sensitization to stimulants, and light/dark box among other tests) revealed relatively circumscribed alterations. In the TST, knock-out mice spent significantly less time struggling (a depression-like phenotype). However, knock-out mice did not differ from their wild-type littermates in the other behavioral tests of mood-related or anxiety-related behaviors. These results suggest that a 60-70% beta-catenin reduction in circumscribed brain regions is only capable of inducing subtle behavioral changes. Alternatively, regulating beta-catenin may modulate drug effects rather than being a model of mood disorder pathophysiology per se.


Asunto(s)
Ansiedad/metabolismo , Conducta Animal/fisiología , Trastornos del Humor/metabolismo , Prosencéfalo/metabolismo , Proteínas Wnt/metabolismo , beta Catenina/metabolismo , Análisis de Varianza , Animales , Ansiedad/genética , Proteína Quinasa Tipo 2 Dependiente de Calcio Calmodulina/genética , Modelos Animales de Enfermedad , Lóbulo Frontal/metabolismo , Ingeniería Genética/métodos , Hipocampo/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Ratones Transgénicos , Trastornos del Humor/genética , Neostriado/metabolismo , Regiones Promotoras Genéticas , Transducción de Señal/fisiología , Estadísticas no Paramétricas , beta Catenina/deficiencia , beta Catenina/genética
16.
Neuropharmacology ; 54(3): 577-87, 2008 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-18096191

RESUMEN

In addition to its clinical antimanic effects, lithium also has efficacy in the treatment of depression. However, the mechanism by which lithium exerts its antidepressant effects is unclear. Our objective was to further characterize the effects of peripheral and central administration of lithium in mouse models of antidepressant efficacy as well as to investigate the role of alpha-amino-3-hydroxy-5-methyl-4-isoxazole-propionic acid (AMPA) receptors in these behaviors. We utilized the mouse forced swim test (FST) and tail suspension test (TST), intracerebroventricular (ICV) lithium administration, AMPA receptor inhibitors, and BS3 crosslinking followed by Western blot. Both short- and long-term administration of lithium resulted in robust antidepressant-like effects in the mouse FST and TST. Using ICV administration of lithium, we show that these effects are due to actions of lithium on the brain, rather than to peripheral effects of the drug. Both ICV and rodent chow (0.4% LiCl) administration paradigms resulted in brain lithium concentrations within the human therapeutic range. The antidepressant-like effects of lithium in the FST and TST were blocked by administration of AMPA receptor inhibitors. Additionally, administration of lithium increased the cell surface expression of GluR1 and GluR2 in the mouse hippocampus. Collectively, these data show that lithium exerts centrally mediated antidepressant-like effects in the mouse FST and TST that require AMPA receptor activation. Lithium may exert its antidepressant effects in humans through AMPA receptors, thus further supporting a role of targeting AMPA receptors as a therapeutic approach for the treatment of depression.


Asunto(s)
Antidepresivos/administración & dosificación , Depresión/tratamiento farmacológico , Suspensión Trasera/métodos , Compuestos de Litio/administración & dosificación , Receptores AMPA/fisiología , Natación , Animales , Antidepresivos/metabolismo , Conducta Animal/efectos de los fármacos , Benzodiazepinas/farmacología , Encéfalo/efectos de los fármacos , Encéfalo/metabolismo , Depresión/etiología , Modelos Animales de Enfermedad , Vías de Administración de Medicamentos , Antagonistas de Aminoácidos Excitadores/farmacología , Conducta Exploratoria/efectos de los fármacos , Inyecciones Intraventriculares/métodos , Compuestos de Litio/metabolismo , Ratones , Ratones Endogámicos C57BL , Transporte de Proteínas/efectos de los fármacos , Quinoxalinas/farmacología , Factores de Tiempo
17.
CNS Neurol Disord Drug Targets ; 6(3): 193-204, 2007 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-17511616

RESUMEN

Regulation of complex signaling pathways plays a critical role in higher-order brain functions including the regulation of mood, cognition, appetite, sexual arousal, sleep patterns, and weight, all of which are altered in mood disorders, suggesting the involvement of signaling pathways in mood disorder pathogenesis and pathophysiology. Most existing medications used to treat mood disorders take many weeks to exert their full clinical effects, a fact which implicates changes in gene and protein expression, as well as neuroplasticity, in their mechanism of action. Modulation of signaling pathways has many downstream effects on gene expression and protein function, causing changes in synaptic function, plasticity, and response to various inputs such as neurohormones. The Wnt signaling pathway has recently been linked to the therapeutically relevant actions of available treatments of mood disorders. We provide a brief introduction to signaling cascades and their potential roles in mood disorder pathophysiology and treatment. Subsequently, we describe the Wnt signaling pathway, and glycogen synthase kinase-3 (GSK-3) and beta-catenin specifically, discussing studies that have implicated these proteins as relevant to the pathophysiology and treatment of mood disorders. Future directions, aimed at understanding mood disorders and developing more efficacious treatments, are also discussed.


Asunto(s)
Trastornos del Humor/tratamiento farmacológico , Trastornos del Humor/fisiopatología , Transducción de Señal/efectos de los fármacos , Proteínas Wnt/fisiología , Animales , Glucógeno Sintasa Quinasa 3/fisiología , Humanos , Trastornos del Humor/genética , Proteínas Wnt/genética , beta Catenina/fisiología
18.
Physiol Behav ; 90(2-3): 459-65, 2007 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-17145067

RESUMEN

Fluctuating asymmetry (FA) refers to small, non-directional deviations from perfect bilateral symmetry in morphological characters. Individuals with low FA presumably either developed in a relatively stable environment and/or were better able to buffer against developmental stressors. The present study investigated the effects of seasonal factors measured by day length and ambient temperature manipulations on the development of bilateral characters and concomitant changes in stress responses. Siberian hamsters were exposed to either long days (16 h of light per day) or short days (8 h of light per day) combined with either standard temperatures (21+/-2 degrees C) or low temperatures (8+/-2 degrees C) on the day of birth until weaning. Cortisol concentrations at baseline and following acute restraint stress, and FA values were measured in adulthood. Females reared in winter-like conditions with short day lengths and low temperatures had low FA and low cortisol concentrations following restraint stress compared to other females. Females reared in long day lengths and standard temperatures had the highest rate of increase in cortisol concentrations after restraint among other female groups. No group effects were observed in males regarding day length and temperature manipulations. Baseline and post-restraint cortisol concentrations were higher in females than males for all groups except in animals reared in short day lengths and low temperatures. Our results suggest that winter-like conditions during neonatal period evoke hyposensitivity to stress in adult females and this blunted response to stress is a key factor in achieving ideal growth patterns.


Asunto(s)
Lateralidad Funcional/fisiología , Hidrocortisona/sangre , Phodopus/crecimiento & desarrollo , Fotoperiodo , Estrés Psicológico/sangre , Temperatura , Adaptación Fisiológica , Factores de Edad , Análisis de Varianza , Animales , Animales Recién Nacidos/crecimiento & desarrollo , Tipificación del Cuerpo/fisiología , Cricetinae , Femenino , Estaciones del Año , Factores Sexuales
19.
Physiol Behav ; 87(4): 694-9, 2006 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-16490223

RESUMEN

Lactating females direct aggressive behaviors towards intruders presumably to reduce the likelihood of infanticide of their pups. Infected animals display a constellation of responses that include lethargy, anorexia, and decreased social interactions. This suite of responses is referred to as sickness behavior, and is putatively part of an adaptive strategy to aid the organism in recovery from infection. Previous work has suggested that animals can suppress the behavioral symptoms of sickness in order to engage in adaptive behaviors. To test whether adaptive nest defense is affected by illness, dams received a peripheral injection of either saline or lipopolysaccharide (LPS [50, 400, or 1000 microg/kg]), a non-replicating component of bacterial cell walls that activates the immune system. Simulated infection with LPS reduced body mass and food intake in dams and interfered with litter growth in a dose-dependent manner. Generally, nest defense was unaffected by LPS; the proportion of dams displaying maternal aggression against a male intruder, as well as the latency and duration of aggressive encounters were only suppressed at the highest LPS dose tested. Further, LPS treatment also altered non-agonistic behavior during the aggression test as indicated by reduced social investigation of the intruder and an increased time spent immobile during the session. LPS administration also significantly increased serum corticosterone concentrations in lactating females. These findings suggest that maternal aggression is not suppressed by LPS-evoked immune activation at doses that attenuate other aspects of maternal and social behavior.


Asunto(s)
Agresión/fisiología , Lactancia/inmunología , Conducta Materna/fisiología , Tiempo de Reacción/inmunología , Rol del Enfermo , Adaptación Fisiológica/inmunología , Análisis de Varianza , Animales , Distribución de Chi-Cuadrado , Corticosterona/sangre , Femenino , Lipopolisacáridos/inmunología , Masculino , Ratones , Distribución Aleatoria , Conducta Social , Estadísticas no Paramétricas
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