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1.
PLoS One ; 19(7): e0304074, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38976685

RESUMEN

MIR125B, particularly its 5p strand, is apparently involved in multiple cellular processes, including osteoblastogenesis and osteoclastogenesis. Given that MIR125B is transcribed from the loci Mir125b1 and Mir125b2, three mature transcripts (MIR125B-5p, MIR125B1-3p, and MIR125B2-3p) are generated (MIR125B-5p is common to both); however, their expression profiles and roles in the bones remain poorly understood. Both primary and mature MIR125B transcripts were differentially expressed in various organs, tissues, and cells, and their expression patterns did not necessarily correlate in wild-type (WT) mice. We generated Mir125b2 knockout (KO) mice to examine the contribution of Mir125b2 to MIR125B expression profiles and bone phenotypes. Mir125b2 KO mice were born and grew normally without any changes in bone parameters. Interestingly, in WT and Mir125b2 KO, MIR125B-5p was abundant in the calvaria and bone marrow stromal cells. These results indicate that the genetic ablation of Mir125b2 does not impinge on the bones of mice, attracting greater attention to MIR125B-5p derived from Mir125b1. Future studies should investigate the conditional deletion of Mir125b1 and both Mir125b1 and Mir125b2 in mice.


Asunto(s)
Huesos , Ratones Noqueados , MicroARNs , Fenotipo , Animales , MicroARNs/genética , MicroARNs/metabolismo , Ratones , Huesos/metabolismo , Osteogénesis/genética , Ratones Endogámicos C57BL , Cráneo/metabolismo
2.
J Imaging Inform Med ; 2024 Jul 24.
Artículo en Inglés | MEDLINE | ID: mdl-39048809

RESUMEN

Transfer learning (TL) is an alternative approach to the full training of deep learning (DL) models from scratch and can transfer knowledge gained from large-scale data to solve different problems. ImageNet, which is a publicly available large-scale dataset, is a commonly used dataset for TL-based image analysis; many studies have applied pre-trained models from ImageNet to clinical prediction tasks and have reported promising results. However, some have questioned the effectiveness of using ImageNet, which consists solely of natural images, for medical image analysis. The aim of this study was to evaluate whether pre-trained models using RadImageNet, which is a large-scale medical image dataset, could achieve superior performance in classification tasks in dental imaging modalities compared with ImageNet pre-trained models. To evaluate the classification performance of RadImageNet and ImageNet pre-trained models for TL, two dental imaging datasets were used. The tasks were (1) classifying the presence or absence of supernumerary teeth from a dataset of panoramic radiographs and (2) classifying sex from a dataset of lateral cephalometric radiographs. Performance was evaluated by comparing the area under the curve (AUC). On the panoramic radiograph dataset, the RadImageNet models gave average AUCs of 0.68 ± 0.15 (p < 0.01), and the ImageNet models had values of 0.74 ± 0.19. In contrast, on the lateral cephalometric dataset, the RadImageNet models demonstrated average AUCs of 0.76 ± 0.09, and the ImageNet models achieved values of 0.75 ± 0.17. The difference in performance between RadImageNet and ImageNet models in TL depends on the dental image dataset used.

3.
Cureus ; 16(5): e59964, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38854229

RESUMEN

Sturge-Weber syndrome (SWS) is characterized by hemangiomas, glaucoma, and central nervous system disorders. Here, we report the case of a 15-year-old boy with SWS and upper-lip hypertrophy who underwent surgical orthodontic treatment for correction of a large overjet and deep overbite. In addition to the a large overjet and deep overbite, interdental spacing was observed in both the arches. The mandible was retrognathic and deviated to the right side. No maxillary occlusal canting or temporomandibular joint symptoms were observed. The patient was diagnosed with skeletal maxillary protrusion with spaced dentition and mandibular deviation to the right due to SWS. After presurgical orthodontic treatment using a multibracket appliance, we performed a sagittal split ramus osteotomy (SSRO) alone due to the presence of a hemangioma around the maxilla. No abnormal bleeding or cerebral hemorrhage due to increased blood pressure was observed during the SSRO. Postoperatively, the maxillary and mandibular arches were well-aligned, the deep overbite and excessive overjet improved, and bilateral angle class I molar and canine relationships were established. Furthermore, mandibular deviation improved, and the midlines of both arches approximately coincided with the facial midline. In conclusion, orthognathic surgery is feasible in patients with SWS after carefully evaluating the sites and sizes of the hemangiomas.

4.
Dent Mater J ; 43(3): 394-399, 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38599831

RESUMEN

The purpose of this study was to construct deep learning models for more efficient and reliable sex estimation. Two deep learning models, VGG16 and DenseNet-121, were used in this retrospective study. In total, 600 lateral cephalograms were analyzed. A saliency map was generated by gradient-weighted class activation mapping for each output. The two deep learning models achieved high values in each performance metric according to accuracy, sensitivity (recall), precision, F1 score, and areas under the receiver operating characteristic curve. Both models showed substantial differences in the positions indicated in saliency maps for male and female images. The positions in saliency maps also differed between VGG16 and DenseNet-121, regardless of sex. This analysis of our proposed system suggested that sex estimation from lateral cephalograms can be achieved with high accuracy using deep learning.


Asunto(s)
Aprendizaje Profundo , Humanos , Femenino , Masculino , Estudios Retrospectivos , Cefalometría/métodos , Adulto , Determinación del Sexo por el Esqueleto/métodos , Curva ROC
5.
J Lasers Med Sci ; 14: e9, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37583504

RESUMEN

Introduction: A variety of laser treatments have been applied in numerous medical fields. In dentistry, laser treatments are used for caries, root canals, and periodontal disease, as well as surgical resection. Numerous reports have recently been published on the use of lasers for bone regeneration. If laser irradiation is found to promote the activation of bone metabolism, it might also be effective for periodontal treatment, peri-implantitis, and bone regeneration. Therefore, the present in vitro study aimed to elucidate the mechanisms underlying the effects of erbium-doped yttrium aluminum garnet (Er: YAG) laser irradiation on the bone using osteoblast-like cells. Methods: Osteoblast-like Saos 2 cells (5.0×104 cells) were seeded in 24-well plates. 24 hours after being seeded, the cells were subjected to 0.3 W, 0.6 W, and 2.0 W Er: YAG laser irradiation and then allowed to recover for 48 hours. The expression levels of bone metabolism-related factors alkaline phosphatase (ALP), bone sialoprotein (BSP), and osteoprotegerin (OPG) were then evaluated using reverse transcription-quantitative polymerase chain reaction and western blot analyses. Results: Saos 2 cells subjected to Er: YAG laser irradiation at 0.3 W, 0.6 W, and 2.0 W showed normal growth. When the Er: YAG laser irradiation and control groups were compared after 48 hours, increases were observed in ALP, BSP, and OPG gene and protein expression in the 2.0 W group. Similar results were obtained in the western blot analysis. Conclusion: These findings suggest that the Er: YAG laser irradiation of osteoblast-like cells is effective for activating bone metabolism factors.

6.
J Phys Chem B ; 127(32): 7123-7134, 2023 Aug 17.
Artículo en Inglés | MEDLINE | ID: mdl-37552856

RESUMEN

Ion pumps are membrane proteins that actively translocate ions by using energy. All known pumps bind ions in the resting state, and external energy allows ion transport through protein structural changes. The light-driven sodium-ion pump Krokinobacter eikastus rhodopsin 2 (KR2) is an exceptional case in which ion binding follows the energy input. In this study, we report another case of this unusual transport mode. The NTQ rhodopsin from Alteribacter aurantiacus (AaClR) is a natural light-driven chloride pump, in which the chloride ion binds to the resting state. AaClR is also able to pump sulfate ions, though the pump efficiency is much lower for sulfate ions than for chloride ions. Detailed spectroscopic analysis revealed no binding of the sulfate ion to the resting state of AaClR, indicating that binding of the substrate (sulfate ion) to the resting state is not necessary for active transport. This property of the AaClR sulfate pump is similar to that of the KR2 sodium pump. Photocycle dynamics of the AaClR sulfate pump resemble a non-functional cycle in the absence of anions. Despite this, flash photolysis and difference Fourier transform infrared spectroscopy suggest transient binding of the sulfate ion to AaClR. The molecular mechanism of this unusual active transport by AaClR is discussed.

7.
Artículo en Inglés | MEDLINE | ID: mdl-37263812

RESUMEN

OBJECTIVES: The objective was to evaluate the robustness of deep learning (DL)-based encoder-decoder convolutional neural networks (ED-CNNs) for segmenting temporomandibular joint (TMJ) articular disks using data sets acquired from 2 different 3.0-T magnetic resonance imaging (MRI) scanners using original images and images subjected to contrast-limited adaptive histogram equalization (CLAHE). STUDY DESIGN: In total, 536 MR images from 49 individuals were examined. An expert orthodontist identified and manually segmented the disks in all images, which were then reviewed by another expert orthodontist and 2 expert oral and maxillofacial radiologists. These images were used to evaluate a DL-based semantic segmentation approach using an ED-CNN. Original and preprocessed CLAHE images were used to train and validate the models whose performances were compared. RESULTS: Original and CLAHE images acquired on 1 scanner had pixel values that were significantly darker and with lower contrast. The values of 3 metrics-the Dice similarity coefficient, sensitivity, and positive predictive value-were low when the original MR images were used for model training and validation. However, these metrics significantly improved when images were preprocessed with CLAHE. CONCLUSIONS: The robustness of the ED-CNN model trained on a dataset obtained from a single device is low but can be improved with CLAHE preprocessing. The proposed system provides promising results for a DL-based, fully automated segmentation method for TMJ articular disks on MRI.

8.
Lasers Med Sci ; 38(1): 109, 2023 Apr 20.
Artículo en Inglés | MEDLINE | ID: mdl-37081363

RESUMEN

High-frequency near-infrared (NIR) semiconductor laser-irradiation has an unclear effect on nociception in the compressed lateral periodontal ligament region, a peripheral nerve region. This study aimed to investigate the effects of NIR semiconductor laser irradiation, with a power of 120 J, on inflammatory pain markers and neuropeptides induced in the compressed lateral periodontal ligament area during ETM. A NIR semiconductor laser [910 nm wavelength, 45 W maximum output power, 300 mW average output power, 30 kHz frequency, and 200 ns pulse width (Lumix 2; Fisioline, Verduno, Italy)] was used. A nickel-titanium closed coil that generated a 50-g force was applied to the maxillary left-side first molars and incisors in 7-week-old Sprague-Dawley (280-300 g) rats to induce experimental tooth movement (ETM) for 24 h. Ten rats were divided into two groups (ETM + laser, n = 5; ETM, n = 5). The right side of the ETM group (i.e., the side without induced ETM) was evaluated as the untreated group. We performed immunofluorescent histochemistry analysis to quantify the interleukin (IL)-1ß, cyclooxygenase-2 (COX2), prostaglandin E2 (PGE2), and neuropeptide [calcitonin gene-related peptide (CGRP)] expression in the compressed region of the periodontal tissue. Post-hoc Tukey-Kramer tests were used to compare the groups. Compared with the ETM group, the ETM + laser group showed significant suppression in IL-1ß (176.2 ± 12.3 vs. 310.8 ± 29.5; P < 0.01), PGE2 (104.4 ± 14.34 vs. 329.6 ± 36.52; P < 0.01), and CGRP (36.8 ± 4.88 vs. 78.0 ± 7.13; P < 0.01) expression. High-frequency NIR semiconductor laser irradiation exerts significant effects on ETM-induced inflammation. High-frequency NIR semiconductor laser irradiation can reduce periodontal inflammation during orthodontic tooth movement.


Asunto(s)
Péptido Relacionado con Gen de Calcitonina , Ligamento Periodontal , Ratas , Animales , Ratas Sprague-Dawley , Láseres de Semiconductores/uso terapéutico , Técnicas de Movimiento Dental , Dinoprostona , Dolor/radioterapia , Rayos Infrarrojos
9.
Cureus ; 15(1): e34327, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36865974

RESUMEN

Perihepatitis, including Fitz-Hugh-Curtis syndrome, is an uncommon, chronic manifestation of pelvic inflammatory disease usually affecting premenopausal women. It causes right upper quadrant pain due to inflammation of the liver capsule and adhesion of the peritoneum. Since delayed diagnosis of Fitz-Hugh-Curtis syndrome can lead to infertility and other complications, physical examination findings need to be investigated to predict perihepatitis in the early stages of the disease. Here, we hypothesized that perihepatitis is characterized by increased tenderness and spontaneous pain in the right upper abdomen when the patient is placed in the left lateral recumbent position (we termed this indication the "liver capsule irritation sign"). We examined the patients physically for the presence of this liver capsule irritation sign for an early diagnosis of perihepatitis. We report the first two cases of perihepatitis due to Fitz-Hugh-Curtis syndrome in which the liver capsule irritation sign observed during the physical examination was used for diagnosis. The liver capsule irritation sign is caused by two mechanisms: first, the liver falls gravitationally into the left lateral recumbent position, which makes the liver easier to palpate; and second, the peritoneum is stretched and thus stimulated. The second mechanism is that the transverse colon running around the right upper abdomen slumps gravitationally when the patient is in the left lateral recumbent position, allowing for direct palpation of the liver. The liver capsule irritation sign can be a useful physical finding, suggestive of perihepatitis due to Fitz-Hugh-Curtis syndrome. It may also be suitable in cases of perihepatitis caused by factors other than Fitz-Hugh-Curtis syndrome.

10.
Dev Biol ; 492: 126-132, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36252613

RESUMEN

Estrogen is a steroid hormone that induces skeletal growth and affects endochondral ossification of the long tubular bone growth plate during the growth period. However, the effects of estrogen on endochondral ossification of the mandibular condylar cartilage are unclear. In this study, ovariectomized Wistar/ST rats were used to investigate the longitudinal effects of estrogen on mandibular growth. The rats were administered different doses of estrogen. Longitudinal micro-computed tomographic scanning, histological staining and ELISA on plasma growth hormone were performed to examine the effects of estrogen on mandibular growth. The results showed that mandibular growth was suppressed throughout the growth period by estrogen in a dose-dependent manner. In addition, long-term administration of a high dose of estrogen to the rats resulted in significant increase in growth hormone throughout the growth period, significant circularization of cell nuclei in the proliferative layer, intensely staining cartilage matrix in the subchondral bone, and significant suppression of estrogen receptor (ER) alpha and beta expression in the mandibular cartilage. However, regardless of estrogen concentration, in the posterior part of the mandibular cartilage, ER expression extended to both the hypertrophic and proliferative layers. These results indicate that estrogen suppresses mandibular growth throughout the growth period. Additionally, it influences endochondral ossification via its effect on ERs.


Asunto(s)
Cartílago , Cóndilo Mandibular , Ratas , Animales , Ratas Wistar , Cartílago/metabolismo , Cóndilo Mandibular/metabolismo , Estrógenos/metabolismo , Estrógenos/farmacología , Hormona del Crecimiento/metabolismo , Hormona del Crecimiento/farmacología
11.
Lasers Med Sci ; 37(6): 2697-2706, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35695995

RESUMEN

Discomfort and dull pain are known side effects of orthodontic treatment. Pain is expected to be reduced by near-infrared (NIR) lasers; however, the mechanism underlying effects of short-pulse NIR lasers in the oral and maxillofacial area remains unclear. This study aimed to examine the effects of high-frequency NIR diode laser irradiation on pain during experimental tooth movement (ETM) on 120 J. NIR laser with 910 nm wavelength, 45 W maximum output power, 300 mW average output power, and 200 ns pulse width (Lumix 2; (Lumix 2; Fisioline, Verduno CN, Italy) was used for the experiment. A nickel-titanium-closed coil was used to apply a 50-gf force between the maxillary left-side first molar and incisor in 7-week-old Sprague-Dawley rats (280-300 g) to induce ETM. We measured facial-grooming frequency and vacuous chewing movement (VCM) period between laser-irradiation and ETM groups. We performed immunofluorescent histochemistry analysis to quantify levels of Iba-1, astrocytes, and c-fos protein-like immunoreactivity (Fos-IR) in the trigeminal spinal nucleus caudalis (Vc). Compared with the ETM group, the laser irradiation group had significantly decreased facial-grooming frequency (P = 0.0036), VCM period (P = 0.043), Fos-IR (P = 0.0028), Iba-1 levels (P = 0.0069), and glial fibrillary acidic protein (GFAP) levels (P = 0.0071). High-frequency NIR diode laser irradiation appears to have significant analgesic effects on ETM-induced pain, which involve inhibiting neuronal activity, microglia, and astrocytes, and it inhibits c-fos, Iba-1, and GFAP expression, reducing ETM-induced pain in rats. High-frequency NIR diode laser application could be applied to reduce pain during orthodontic tooth movement.


Asunto(s)
Terapia por Láser , Manejo del Dolor , Dolor Asociado a Procedimientos Médicos , Técnicas de Movimiento Dental , Animales , Incisivo , Rayos Infrarrojos/uso terapéutico , Láseres de Semiconductores/uso terapéutico , Ortodoncia Correctiva/efectos adversos , Ortodoncia Correctiva/métodos , Dolor/etiología , Dolor/radioterapia , Manejo del Dolor/métodos , Dolor Asociado a Procedimientos Médicos/etiología , Dolor Asociado a Procedimientos Médicos/radioterapia , Proteínas Proto-Oncogénicas c-fos , Ratas , Ratas Sprague-Dawley , Técnicas de Movimiento Dental/efectos adversos , Técnicas de Movimiento Dental/métodos
12.
Sci Rep ; 12(1): 221, 2022 01 07.
Artículo en Inglés | MEDLINE | ID: mdl-34997167

RESUMEN

Temporomandibular disorders are typically accompanied by a number of clinical manifestations that involve pain and dysfunction of the masticatory muscles and temporomandibular joint. The most important subgroup of articular abnormalities in patients with temporomandibular disorders includes patients with different forms of articular disc displacement and deformation. Here, we propose a fully automated articular disc detection and segmentation system to support the diagnosis of temporomandibular disorder on magnetic resonance imaging. This system uses deep learning-based semantic segmentation approaches. The study included a total of 217 magnetic resonance images from 10 patients with anterior displacement of the articular disc and 10 healthy control subjects with normal articular discs. These images were used to evaluate three deep learning-based semantic segmentation approaches: our proposed convolutional neural network encoder-decoder named 3DiscNet (Detection for Displaced articular DISC using convolutional neural NETwork), U-Net, and SegNet-Basic. Of the three algorithms, 3DiscNet and SegNet-Basic showed comparably good metrics (Dice coefficient, sensitivity, and positive predictive value). This study provides a proof-of-concept for a fully automated deep learning-based segmentation methodology for articular discs on magnetic resonance images, and obtained promising initial results, indicating that the method could potentially be used in clinical practice for the assessment of temporomandibular disorders.


Asunto(s)
Aprendizaje Profundo , Disco de la Articulación Temporomandibular/diagnóstico por imagen , Trastornos de la Articulación Temporomandibular/diagnóstico por imagen , Articulación Temporomandibular/diagnóstico por imagen , Adolescente , Adulto , Algoritmos , Automatización , Estudios de Casos y Controles , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Masculino , Estudios Retrospectivos , Adulto Joven
13.
Lasers Med Sci ; 37(2): 1193-1201, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-34363129

RESUMEN

Osteoarthritis (OA) and rheumatoid arthritis (RA) are common inflammation-associated cartilage degenerative diseases. Recent studies have shown that low-level diode laser treatment can reduce inflammatory cytokine expressions in cartilage. We recently reported that high-frequency low-level diode laser irradiation attenuates matrix metalloproteinases (MMPs) expression in human primary chondrocytes. However, the molecular mechanism underlying the effect of high-frequency low-level diode laser on chondrocytes remains unclear. Therefore, we aimed to elucidate the effect of high-frequency low-level diode laser irradiation on inflammatory cytokine expression in human primary chondrocytes. Normal human articular chondrocytes were treated with recombinant interleukin-1 beta (IL-1ß) for 30 min or 24 h and irradiated with a high-frequency NIR diode laser at 8 J/cm2. The expression of IL-1ß, interleukin-6, and tumor necrosis factor-alpha was assessed using western blot analysis. To evaluate the nuclear factor-kappa B (NF-κB) signaling pathway, the phosphorylation, translocation, and DNA-binding activity of NF-κB were detected using western blot analysis, immunofluorescence analysis, electrophoretic mobility shift assay, and enzyme-linked immunosorbent assay analysis. High-frequency low-level diode laser irradiation decreased inflammatory cytokine expression in IL-1ß-treated chondrocytes. Moreover, high-frequency low-level diode laser irradiation decreased the phosphorylation, nuclear translocation, and DNA-binding activity of NF-κB in the IL-1ß-treated state. However, irradiation alone did not affect NF-κB activity. Thus, high-frequency low-level diode laser irradiation at 8 J/cm2 can reduce inflammatory cytokine expressions in normal human articular chondrocytes through NF-κB regulation. These findings indicate that high-frequency low-level diode laser irradiation may reduce the expression of inflammatory cytokines in OA and RA.


Asunto(s)
Condrocitos , FN-kappa B , Células Cultivadas , Condrocitos/patología , Citocinas/metabolismo , Humanos , Interleucina-1beta/metabolismo , Interleucina-1beta/farmacología , Láseres de Semiconductores/uso terapéutico , FN-kappa B/metabolismo , Transducción de Señal
14.
Int J Mol Sci ; 22(13)2021 Jun 23.
Artículo en Inglés | MEDLINE | ID: mdl-34201781

RESUMEN

We recently reported an unexpected role of osteoblast-derived matrix vesicles in the delivery of microRNAs to bone matrix. Of such microRNAs, we found that miR-125b inhibited osteoclast formation by targeting Prdm1 encoding a transcriptional repressor of anti-osteoclastogenesis factors. Transgenic (Tg) mice overexpressing miR-125b in osteoblasts by using human osteocalcin promoter grow normally but exhibit high trabecular bone mass. We have now further investigated the effects of osteoblast-mediated miR-125b overexpression on skeletal morphogenesis and remodeling during development, aging and in a situation of skeletal repair, i.e., fracture healing. There were no significant differences in the growth plate, primary spongiosa or lateral (periosteal) bone formation and mineral apposition rate between Tg and wild-type (WT) mice during early bone development. However, osteoclast number and medial (endosteal) bone resorption were less in Tg compared to WT mice, concomitant with increased trabecular bone mass. Tg mice were less susceptible to age-dependent changes in bone mass, phosphate/amide I ratio and mechanical strength. In a femoral fracture model, callus formation progressed similarly in Tg and WT mice, but callus resorption was delayed, reflecting the decreased osteoclast numbers associated with the Tg callus. These results indicate that the decreased osteoclastogenesis mediated by miR-125b overexpression in osteoblasts leads to increased bone mass and strength, while preserving bone formation and quality. They also suggest that, in spite of the fact that single miRNAs may target multiple genes, the miR-125b axis may be an attractive therapeutic target for bone loss in various age groups.


Asunto(s)
Desarrollo Óseo , Resorción Ósea/patología , MicroARNs/genética , Osteoblastos/patología , Osteoclastos/patología , Osteogénesis , Factores de Edad , Animales , Resorción Ósea/genética , Resorción Ósea/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , MicroARNs/metabolismo , Osteoblastos/metabolismo , Osteoclastos/metabolismo
15.
J Dent Sci ; 16(3): 957-963, 2021 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-34141110

RESUMEN

BACKGROUND/PURPOSE: Facial asymmetry is relatively common in the general population. Here, we propose a fully automated annotation system that supports analysis of mandibular deviation and detection of facial asymmetry in posteroanterior (PA) cephalograms by means of a deep learning-based convolutional neural network (CNN) algorithm. MATERIALS AND METHODS: In this retrospective study, 400 PA cephalograms were collected from the medical records of patients aged 4 years 2 months-80 years 3 months (mean age, 17 years 10 months; 255 female patients and 145 male patients). A deep CNN with two optimizers and a random forest algorithm were trained using 320 PA cephalograms; in these images, four PA landmarks were independently identified and manually annotated by two orthodontists. RESULTS: The CNN algorithms had a high coefficient of determination (R 2 ), compared with the random forest algorithm (CNN-stochastic gradient descent, R 2  = 0.715; CNN-Adam, R 2  = 0.700; random forest, R 2  = 0.486). Analysis of the best and worst performances of the algorithms for each landmark demonstrated that the right latero-orbital landmark was most difficult to detect accurately by using the CNN. Based on the annotated landmarks, reference lines were defined using an algorithm coded in Python. The CNN and random forest algorithms exhibited similar accuracy for the distance between the menton and vertical reference line. CONCLUSION: Our findings imply that the proposed deep CNN algorithm for detection of facial asymmetry may enable prompt assessment and reduce the effort involved in orthodontic diagnosis.

16.
Elife ; 102021 03 23.
Artículo en Inglés | MEDLINE | ID: mdl-33752801

RESUMEN

Channelrhodopsins (ChRs) are microbial light-gated ion channels utilized in optogenetics to control neural activity with light . Light absorption causes retinal chromophore isomerization and subsequent protein conformational changes visualized as optically distinguished intermediates, coupled with channel opening and closing. However, the detailed molecular events underlying channel gating remain unknown. We performed time-resolved serial femtosecond crystallographic analyses of ChR by using an X-ray free electron laser, which revealed conformational changes following photoactivation. The isomerized retinal adopts a twisted conformation and shifts toward the putative internal proton donor residues, consequently inducing an outward shift of TM3, as well as a local deformation in TM7. These early conformational changes in the pore-forming helices should be the triggers that lead to opening of the ion conducting pore.


Asunto(s)
Proteínas Algáceas/genética , Channelrhodopsins/genética , Chlamydomonas reinhardtii/genética , Proteínas Algáceas/química , Proteínas Algáceas/metabolismo , Secuencia de Aminoácidos , Channelrhodopsins/química , Channelrhodopsins/metabolismo , Chlamydomonas reinhardtii/metabolismo , Cristalografía , Isomerismo , Conformación Proteica , Estructura Secundaria de Proteína , Alineación de Secuencia
17.
Inflammation ; 44(3): 1108-1118, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33538932

RESUMEN

Angiopoietin-like proteins (ANGPTLs) are circulating proteins that are expressed in various cells and tissues and are thought to be involved in the repair and remodeling of damaged tissues; however, ANGPTL2 hyperfunction has been shown to cause chronic inflammation, leading to the progression of various diseases. ANGPTL2 is known to exert cellular effects via receptors such as integrin α5ß1 and leukocyte immunoglobulin-like receptor subfamily B member 2 (LILRB2); however, their roles in ANGPTL2-induced inflammation remain unclear. In this study, we investigated the mechanisms underlying ANGPTL2-induced inflammation involving LILRB2 and various signaling pathways in human fibroblast-like synoviocytes (HFLS). The effects of ANGPTL2 and an anti-LILRB2 antibody on the gene expression of various inflammation-related factors were examined using real-time RT-PCR, while their effects on MAPK, NF-κB, and Akt phosphorylation were analyzed by western blotting. We found that the addition of ANGPTL2 enhanced the gene expression of inflammatory factors, whereas pretreatment with the anti-LILRB2 antibody for 12 h decreased the expression of these factors. Similarly, ANGPTL2 addition activated the phosphorylation of ERK, p38, JNK, NF-κB, and Akt in HFLS; however, this effect was significantly inhibited by pretreatment with the anti-LILRB2 antibody. Together, the findings of this study demonstrate that ANGPTL2 induces the expression of inflammatory factors via LILRB2 in synovial cells. Therefore, LILRB2 could be a potential therapeutic agent for treating matrix degradation in osteoarthritis.


Asunto(s)
Proteína 2 Similar a la Angiopoyetina/toxicidad , Antígenos CD/metabolismo , Fibroblastos/efectos de los fármacos , Receptor Leucocitario Tipo Inmunoglobulina B1/metabolismo , Sinoviocitos/efectos de los fármacos , Sinovitis/inducido químicamente , Antígenos CD/genética , Células Cultivadas , Citocinas/metabolismo , Fibroblastos/metabolismo , Humanos , Receptor Leucocitario Tipo Inmunoglobulina B1/genética , Proteínas Quinasas Activadas por Mitógenos/metabolismo , FN-kappa B/metabolismo , Fosforilación , Proteínas Proto-Oncogénicas c-akt/metabolismo , Transducción de Señal , Sinoviocitos/metabolismo , Sinovitis/metabolismo
18.
ESC Heart Fail ; 8(2): 1274-1283, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33472273

RESUMEN

AIMS: Cardiohepatic interactions have been a focus of attention in heart failure (HF). The model for end-stage liver disease excluding international normalized ratio (MELD-XI) score has been shown to be useful for predicting poor outcomes in patients with acute decompensated HF (ADHF). Furthermore, the fibrosis-4 (FIB-4) index, a simple marker to assess liver fibrosis, predicts adverse prognoses in patients with HF as well. However, there is little information available on the prognostic significance of the combination of the MELD-XI score and FIB-4 index in patients with ADHF and its association with left ventricular ejection fraction (LVEF) subgroup. METHODS AND RESULTS: We prospectively studied 466 consecutive patients who were admitted for ADHF [HF with reduced LVEF (LVEF < 40%): n = 164, HF with mid-range LVEF (40% ≤ LVEF < 50%): n = 104, and HF with preserved LVEF (LVEF ≥ 50%): n = 198]. We calculated the MELD-XI score and FIB-4 indices at discharge. The primary endpoint was all-cause death (ACD). During the mean follow-up period of 2.8 years, 143 patients had ACD. In the multivariate Cox analysis, the MELD-XI score and FIB-4 index were independently associated with ACD. Patients were stratified into the following three groups according to the median value of MELD-XI score (=11) and FIB-4 index (=2.13): Group 1 had both a low MELD-XI score and a low FIB-4 index; Group 2 had either a high MELD-XI score (MELD-XI score ≥11) or a high FIB-4 index (FIB-4 index ≥2.13); and Group 3 had both a high MELD-XI score and a high FIB-4 index. Kaplan-Meier analysis revealed that Group 2 and Group 3 had a significantly greater risk of ACD than Group 1 [Group 2 vs. Group 1: adjusted hazard ratio, 2.48 (95% confidence interval: 1.75-3.53), P < 0.0001; Group 3 vs. Group 1: adjusted hazard ratio, 7.03 (95% confidence interval: 3.95-13.7), P < 0.0001]. In addition, the patients with both a higher MELD-XI score and FIB-4 index showed a significantly higher risk of ACD also in the patients with HF with reduced LVEF, HF with mid-range LVEF, and HF with preserved LVEF (all P < 0.0001). CONCLUSIONS: The combination of MELD-XI score and FIB-4 index may be useful for stratifying patients at risk for ACD in patients with ADHF, irrespective of LVEF.


Asunto(s)
Enfermedad Hepática en Estado Terminal , Insuficiencia Cardíaca , Insuficiencia Cardíaca/diagnóstico , Humanos , Cirrosis Hepática/complicaciones , Cirrosis Hepática/diagnóstico , Pronóstico , Índice de Severidad de la Enfermedad , Volumen Sistólico , Función Ventricular Izquierda
19.
Front Mol Biosci ; 8: 749261, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34977154

RESUMEN

Fundamental vibrations of the chromophore in the membrane protein bacteriorhodopsin (BR), a protonated Schiff base retinal, have been studied for decades, both by resonance Raman and by infrared (IR) difference spectroscopy. Such studies started comparing vibrational changes between the initial BR state (all-trans retinal) and the K intermediate (13-cis retinal), being later extended to the rest of intermediates. They contributed to our understanding of the proton-pumping mechanism of BR by exploiting the sensitivity of fundamental vibrational transitions of the retinal to its conformation. Here, we report on new bands in the 2,500 to 1,800 cm-1 region of the K-BR difference FT-IR spectrum. We show that the bands between 2,500 and 2,300 cm-1 originate from overtone and combination transitions from C-C stretches of the retinal. We assigned bands below 2,300 cm-1 to the combination of retinal C-C stretches with methyl rocks and with hydrogen-out-of-plane vibrations. Remarkably, experimental C-C overtone bands appeared at roughly twice the wavenumber of their fundamentals, with anharmonic mechanical constants ≤3.5 cm-1, and in some cases of ∼1 cm-1. Comparison of combination and fundamental bands indicates that most of the mechanical coupling constants are also very small. Despite the mechanical quasi-harmonicity of the C-C stretches, the area of their overtone bands was only ∼50 to ∼100 times smaller than of their fundamental bands. We concluded that electrical anharmonicity, the second mechanism giving intensity to overtone bands, must be particularly high for the retinal C-C stretches. We corroborated the assignments of negative bands in the K-BR difference FT-IR spectrum by ab initio anharmonic vibrational calculations of all-trans retinal in BR using a quantum-mechanics/molecular mechanics approach, reproducing reasonably well the small experimental anharmonic and coupling mechanical constants. Yet, and in spite accounting for both mechanical and electrical anharmonicities, the intensity of overtone C-C transitions was underestimated by a factor of 4-20, indicating room for improvement in state-of-the-art anharmonic vibrational calculations. The relatively intense overtone and combination bands of the retinal might open the possibility to detect retinal conformational changes too subtle to significantly affect fundamental transitions but leaving a footprint in overtone and combination transitions.

20.
Biochim Biophys Acta Bioenerg ; 1861(7): 148190, 2020 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-32194062

RESUMEN

Krokinobacter rhodopsin 2 (KR2) was discovered as the first light-driven sodium pumping rhodopsin (NaR) in 2013, which contains unique amino acid residues on C-helix (N112, D116, and Q123), referred to as an NDQ motif. Based on the recent X-ray crystal structures of KR2, the sodium transport pathway has been investigated by various methods. However, due to complicated structural information around the protonated Schiff base (PRSB) region in the dark state and lack of structural information in the intermediates with sodium bound in KR2, detailed sodium pump mechanism is still unclear. Here we applied comprehensive low-temperature light-induced difference FTIR spectroscopy on isotopically labeled KR2 WT and site-directed mutant proteins (N112A, D116E, R109A, and R109K). We assigned the N-D stretching vibration of the PRSB at 2095 cm-1 and elucidate the hydrogen bonding interaction with D116 (a counter ion for the PRSB). We also assigned strongly hydrogen-bonded water (2333 cm-1) near R109 and D251, and found that presence of a positive charge at the position of R109 is prerequisite for the pumping function of KR2.


Asunto(s)
Luz , Retinaldehído/química , Rodopsina/química , Bases de Schiff/química , ATPasa Intercambiadora de Sodio-Potasio/metabolismo , Cristalografía por Rayos X , Flavobacteriaceae/metabolismo , Enlace de Hidrógeno , Isomerismo , Modelos Moleculares , Mutagénesis Sitio-Dirigida , Proteínas Mutantes/química , Proteínas Mutantes/metabolismo , Isótopos de Nitrógeno , Espectroscopía Infrarroja por Transformada de Fourier , Vibración , Agua/química
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