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1.
Sci Adv ; 10(15): eadi5794, 2024 Apr 12.
Artículo en Inglés | MEDLINE | ID: mdl-38598626

RESUMEN

Histological hematoxylin and eosin-stained (H&E) tissue sections are used as the gold standard for pathologic detection of cancer, tumor margin detection, and disease diagnosis. Producing H&E sections, however, is invasive and time-consuming. While deep learning has shown promise in virtual staining of unstained tissue slides, true virtual biopsy requires staining of images taken from intact tissue. In this work, we developed a micron-accuracy coregistration method [micro-registered optical coherence tomography (OCT)] that can take a two-dimensional (2D) H&E slide and find the exact corresponding section in a 3D OCT image taken from the original fresh tissue. We trained a conditional generative adversarial network using the paired dataset and showed high-fidelity conversion of noninvasive OCT images to virtually stained H&E slices in both 2D and 3D. Applying these trained neural networks to in vivo OCT images should enable physicians to readily incorporate OCT imaging into their clinical practice, reducing the number of unnecessary biopsy procedures.


Asunto(s)
Redes Neurales de la Computación , Tomografía de Coherencia Óptica , Humanos , Tomografía de Coherencia Óptica/métodos , Biopsia , Imagenología Tridimensional
2.
Compr Psychiatry ; 122: 152367, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36774803

RESUMEN

BACKGROUND: Intermittent Explosive Disorder (IED) is a disorder primarily of aggression, defined by recurrent behavioral outbursts out of proportion to provocations or stressors. IED first appears in childhood and adolescence. This study examines the underlying childhood environment of those with IED, particularly familial and school-related factors. METHODS: Adult participants from a larger study completed diagnostic assessments and a battery of self-report measures. Group assignment was based on the assessment: 1) IED diagnosis; 2) non-IED psychiatric diagnosis; and 3) no significant psychiatric history. Groups were compared on factors of parental demographics, intrafamilial aggression, lifetime syndromal and personality diagnoses, neurodevelopmental and learning difficulties, childhood peer relationships, and juvenile legal issues. RESULTS: Significant patterns emerged specific to IED for not being raised by both parents, greater physical aggression to participant, and greater degree of fighting with peers by age ten. LIMITATIONS: The retrospective, and cross-sectional, nature of the study, which prevent the making of causal inferences, and the basic nature of the questions asked of participants which limit a more nuanced interpretation of the data. A further limitation is bias associated with self-reported responses. CONCLUSIONS: Results suggest the prevalence childhood adversaries may be linked with IED; the childhood environment of those with IED likely is substantially more tumultuous than individuals with or without other psychiatric disorders.


Asunto(s)
Trastornos Disruptivos, del Control de Impulso y de la Conducta , Adolescente , Adulto , Humanos , Estudios Transversales , Estudios Retrospectivos , Agresión/psicología , Padres
3.
Nano Lett ; 20(1): 101-108, 2020 01 08.
Artículo en Inglés | MEDLINE | ID: mdl-31585502

RESUMEN

Developing contrast-enhanced optical coherence tomography (OCT) techniques is important for specific imaging of tissue lesions, molecular imaging, cell-tracking, and highly sensitive microangiography and lymphangiography. Multiplexed OCT imaging in the second near-infrared (NIR-II) window is highly desirable since it allows simultaneous imaging and tracking of multiple biological events in high resolution with deeper tissue penetration in vivo. Here we demonstrate that gold nanobipyramids can function as OCT multiplexing contrast agents, allowing high-resolution imaging of two separate lymphatic flows occurring simultaneously from different drainage basins into the same lymph node in a live mouse. Contrast-enhanced multiplexed lymphangiography of a melanoma tumor in vivo shows that the peritumoral lymph flow upstream of the tumor is unidirectional, and tumor is accessible to such flow. Whereas the lymphatic drainage coming out from the tumor is multidirectional. We also demonstrate real-time tracking of the contrast agents draining from a melanoma tumor specifically to the sentinel lymph node of the tumor and the three-dimensional distribution of the contrast agents in the lymph node.


Asunto(s)
Medios de Contraste , Oro , Melanoma Experimental/diagnóstico por imagen , Nanopartículas del Metal , Tomografía de Coherencia Óptica , Animales , Línea Celular Tumoral , Medios de Contraste/química , Medios de Contraste/farmacología , Femenino , Oro/química , Oro/farmacología , Nanopartículas del Metal/química , Nanopartículas del Metal/uso terapéutico , Ratones , Ratones Desnudos
4.
IEEE Trans Med Imaging ; 39(5): 1759-1766, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-31804930

RESUMEN

Conventional ultrasound imaging is based on the scattering of sound from inhomogeneities in the density and the speed of sound and is often used in medicine to resolve pathologic compared to normal tissue. Here we demonstrate a difference-frequency ultrasound (dfUS) imaging method that is based on the interaction of two sound pulses that propagate non-collinearly and intersect in space and time. The dfUS signal arises primarily from the second-order non-linear coefficient, a contrast mechanism that differs from linear and harmonic US imaging. The distinct contrast mechanism allows dfUS to image anatomic features that are not identifiable in conventional US images of salmon and pig kidney tissue. Further, dfUS produces enhanced contrast of glioblastoma tumor implanted in the mouse brain, revealing its potential for improving medical diagnosis. Progress towards a real-time system is discussed.


Asunto(s)
Sonido , Animales , Ratones , Porcinos , Ultrasonografía
5.
Dev Dyn ; 246(12): 1036-1046, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-28857338

RESUMEN

BACKGROUND: A single base pair mutation in the genome can result in many congenital disorders in humans. The recent gene editing approach using CRISPR/Cas9 has rapidly become a powerful tool to replicate or repair such mutations in the genome. These approaches rely on cleaving DNA, while presenting unexpected risks. RESULTS: In this study, we demonstrate a modified CRISPR/Cas9 system fused to cytosine deaminase (Cas9-DA), which induces a single nucleotide conversion in the genome. Cas9-DA was introduced into sea urchin eggs with sgRNAs targeted for SpAlx1, SpDsh, or SpPks, each of which is critical for skeletogenesis, embryonic axis formation, or pigment formation, respectively. We found that both Cas9 and Cas9-DA edit the genome, and cause predicted phenotypic changes at a similar efficiency. Cas9, however, resulted in significant deletions in the genome centered on the gRNA target sequence, whereas Cas9-DA resulted in single or double nucleotide editing of C to T conversions within the gRNA target sequence. CONCLUSIONS: These results suggest that the Cas9-DA approach may be useful for manipulating gene activity with decreased risks of genomic aberrations. Developmental Dynamics 246:1036-1046, 2017. © 2017 Wiley Periodicals, Inc.


Asunto(s)
Sistemas CRISPR-Cas , Embrión no Mamífero/embriología , Edición Génica/métodos , Strongylocentrotus purpuratus , Animales , Strongylocentrotus purpuratus/embriología , Strongylocentrotus purpuratus/genética
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