RESUMEN
Sex determination is essential for identifying unidentified individuals, particularly in forensic contexts. Traditional methods for sex determination involve manual measurements of skeletal features on CBCT scans. However, these manual measurements are labor-intensive, time-consuming, and error-prone. The purpose of this study was to automatically and accurately determine sex on a CBCT scan using a two-stage anatomy-guided attention network (SDetNet). SDetNet consisted of a 2D frontal sinus segmentation network (FSNet) and a 3D anatomy-guided attention network (SDNet). FSNet segmented frontal sinus regions in the CBCT images and extracted regions of interest (ROIs) near them. Then, the ROIs were fed into SDNet to predict sex accurately. To improve sex determination performance, we proposed multi-channel inputs (MSIs) and an anatomy-guided attention module (AGAM), which encouraged SDetNet to learn differences in the anatomical context of the frontal sinus between males and females. SDetNet showed superior sex determination performance in the area under the receiver operating characteristic curve, accuracy, Brier score, and specificity compared with the other 3D CNNs. Moreover, the results of ablation studies showed a notable improvement in sex determination with the embedding of both MSI and AGAM. Consequently, SDetNet demonstrated automatic and accurate sex determination by learning the anatomical context information of the frontal sinus on CBCT scans.
Asunto(s)
Tomografía Computarizada de Haz Cónico , Seno Frontal , Humanos , Tomografía Computarizada de Haz Cónico/métodos , Masculino , Femenino , Seno Frontal/diagnóstico por imagen , Seno Frontal/anatomía & histología , Imagenología Tridimensional/métodos , Adulto , Redes Neurales de la Computación , Procesamiento de Imagen Asistido por Computador/métodos , Determinación del Sexo por el Esqueleto/métodosRESUMEN
The proteomes of the venoms of the snakes Viridovipera stejnegeri and Protobothrops mucrosquamatus from Taiwan were characterized by N-terminal sequencing, MALDI-TOF mass fingerprinting, and collision-induced dissociation tandem mass spectrometry of in-gel generated tryptic peptides. Proteins belonging to the following toxin classes were identified: metalloproteinase, phospholipase A(2) (PLA(2)), serine proteinase, C-type lectin-like, CRISP, l-amino acid oxidase, disintegrin, and peptides (vasoactive and inhibitors of SVMPs). Nine horses were immunized with a mixture of these venoms. All horses developed a satisfactory immune response against lethality of the venom of V. stejnegeri, whereas only three horses reached the accepted neutralizing potency against the venom of P. mucrosquamatus. Antivenoms were prepared from pools of 'good responder' (GR) and 'poor responder' (PR) horses and compared by antivenomics and neutralization tests. A similar neutralizing response was observed between the GR and PR antivenoms against the venom of V. stejnegeri, whereas antivenom from PR had a lower neutralizing activity against effects of P. mucrosquamatus venom than antivenom from GR. The low potency of the plasma of some horses against this venom is a consequence of the low immunogenicity of the neurotoxic PLA(2) trimucrotoxin. Our results provide clues for innovating the immunization scheme to generate improved antivenoms.
Asunto(s)
Antivenenos/inmunología , Caballos/inmunología , Venenos de Víboras/química , Secuencia de Aminoácidos , Animales , Humanos , Ratones , Pruebas de Neutralización , Proteoma/análisis , Taiwán , Venenos de Víboras/inmunología , ViperidaeRESUMEN
In Taiwan, oral cancer is the fourth leading cause of male cancer mortality, and is still increasing. The Basiodiomycete, Agaricus brasiliensis Murill (ABM) is a dietary mushroom and has been known for its immuneenhancing, antitumor, antioxidation, antiviral and antimutagenesis functions. However, the exact anticancer mechanisms of ABM on human oral cancer cells are still unclear. In the present study, we investigated the effects of 50% ethanol crude extracts and hot water extracts of ABM on oral cancer CAL 27 cells. We observed that 0.9 mg/ml and 0.7 mg/ml of ABM 50% ethanol crude extracts and hot water, respectively, caused morphological changes and significantly reduced cell viability after 48-h treatment. The results showed that both extracts of ABM inhibited cell proliferation, increased the Ca(2+) release, reduced the mitochondria membrane potential (ΔΨm), and caused cell cycle arrest in the G(0)/G(1) phase, which contributed to apoptosis. Additionally, ABM induced DNA fragmentation, a characteristic of apoptosis and the expressions of apoptosis-related proteins, including apoptosis-inducing factor, cytochrome c, and caspase-3, were increased. Overall, we demonstrated that 50% ethanol crude extract and hot water extracts of ABM were able to induce apoptotic cell death in CAL 27 cells via the release of cytochrome c from mitochondria into the cytoplasm and activation of caspase-3 in vitro.