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1.
Nature ; 623(7987): 499-501, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37938777

RESUMO

The majority of massive disk galaxies in the local Universe show a stellar barred structure in their central regions, including our Milky Way1,2. Bars are supposed to develop in dynamically cold stellar disks at low redshift, as the strong gas turbulence typical of disk galaxies at high redshift suppresses or delays bar formation3,4. Moreover, simulations predict bars to be almost absent beyond z = 1.5 in the progenitors of Milky Way-like galaxies5,6. Here we report observations of ceers-2112, a barred spiral galaxy at redshift zphot ≈ 3, which was already mature when the Universe was only 2 Gyr old. The stellar mass (M★ = 3.9 × 109 M⊙) and barred morphology mean that ceers-2112 can be considered a progenitor of the Milky Way7-9, in terms of both structure and mass-assembly history in the first 2 Gyr of the Universe, and was the closest in mass in the first 4 Gyr. We infer that baryons in galaxies could have already dominated over dark matter at z ≈ 3, that high-redshift bars could form in approximately 400 Myr and that dynamically cold stellar disks could have been in place by redshift z = 4-5 (more than 12 Gyrs ago)10,11.

2.
Nature ; 622(7984): 707-711, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37579792

RESUMO

During the first 500 million years of cosmic history, the first stars and galaxies formed, seeding the Universe with heavy elements and eventually reionizing the intergalactic medium1-3. Observations with the James Webb Space Telescope (JWST) have uncovered a surprisingly high abundance of candidates for early star-forming galaxies, with distances (redshifts, z), estimated from multiband photometry, as large as z ≈ 16, far beyond pre-JWST limits4-9. Although such photometric redshifts are generally robust, they can suffer from degeneracies and occasionally catastrophic errors. Spectroscopic measurements are required to validate these sources and to reliably quantify physical properties that can constrain galaxy formation models and cosmology10. Here we present JWST spectroscopy that confirms redshifts for two very luminous galaxies with z > 11, and also demonstrates that another candidate with suggested z ≈ 16 instead has z = 4.9, with an unusual combination of nebular line emission and dust reddening that mimics the colours expected for much more distant objects. These results reinforce evidence for the early, rapid formation of remarkably luminous galaxies while also highlighting the necessity of spectroscopic verification. The large abundance of bright, early galaxies may indicate shortcomings in current galaxy formation models or deviations from physical properties (such as the stellar initial mass function) that are generally believed to hold at later times.

3.
Lett Appl Microbiol ; 76(5)2023 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-36990686

RESUMO

The antibacterial effects of a polychromatic light device designed for intravenous application were assessed in vitro. Staphylococcus aureus, Klebsiella pneumoniae, or Escherichia coli were exposed to a 60-min sequential light cycle comprising 365, 530, and 630 nm wavelengths in circulated sheep blood. Bacteria were quantified by viable counting. The potential involvement of reactive oxygen species in the antibacterial effect was assessed using the antioxidant N-acetylcysteine-amide. A modified device was then used to determine the effects of the individual wavelengths. Exposure of blood to the standard wavelength sequence caused small (c. 0.5 Log 10 CFU) but statistically significant reductions in viable counts for all three bacteria, which were prevented by the addition of N-acetylcysteine-amide. Bacterial inactivation did not occur in blood-free medium, but supplementation with haem restored the moderate bactericidal effect. In single-wavelength experiments, bacterial inactivation occurred only with red (630 nm) light. Concentrations of reactive oxygen species were significantly higher under light stimulation than in unstimulated controls. In summary, exposure of bacteria within blood to a cycle of visible light wavelengths resulted in small but statistically significant bacterial inactivation apparently mediated by a 630 nm wavelength only, via reactive oxygen species possibly generated by excitation of haem groups.


Assuntos
Acetilcisteína , Luz , Animais , Ovinos , Espécies Reativas de Oxigênio , Acetilcisteína/farmacologia , Escherichia coli , Bactérias , Antibacterianos/farmacologia , Amidas/farmacologia
4.
Microvasc Res ; 130: 104006, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32320708

RESUMO

OBJECTIVE: A key unanswered question in systemic sclerosis (SSc) is how microvascular abnormality and fibrosis inter-relate. Our aim was to use state-of-the-art non-invasive imaging methods to gain new insights into pathophysiology, comparing patients with different subtypes of SSc, including early dcSSc, not only to healthy controls but also to patients with causes of Raynaud's phenomenon not progressing to fibrosis. METHODS: Laser Doppler imaging, nailfold capillaroscopy, spectroscopy, and ultrasound measured (respectively) perfusion, microvascular structure, oxygenation/oxidative stress, and skin thickening in the hands of 265 subjects: 31 patients with primary Raynaud's phenomenon (PRP), 35 with undifferentiated connective tissue disease (UCTD), 93 with limited cutaneous SSc (lcSSc), 46 with diffuse cutaneous SSc (dcSSc, including 27 'early') and 60 healthy controls. RESULTS: Mean perfusion was reduced in SSc groups compared to controls (lcSSc 172 perfusion units [standard deviation 157], late-dcSSc 90 [145], early-dcSSc 68 [137] vs. controls 211 [146]; p = 0.0002) as was finger-oxygenation (lcSSc 12.1 [13.6] arbitrary units [AU], late-dcSSc 12.2 [8.4], early-dcSSc 11.1 [11.3] vs controls 14.9 [10.5]; p = 0.0049). Oxidative stress was increased at the hand-dorsum in SSc groups (p = 0.0007). Perfusion positively correlated with oxygenation (r = 0.23, p < 0.001), and capillary density negatively with skin thickness (r = -0.26, p < 0.001). CONCLUSION: Our findings lend support to the hypothesis that in SSc, particularly early dcSSc, (but not in PRP or UCTD), reduced perfusion (together with structural microvascular abnormality) associates with reduced oxygenation, with oxidative stress and with skin thickening/fibrosis, most likely driving a vicious cycle which ultimately results in irreversible tissue injury. Findings in skin may mirror alterations in internal organs.


Assuntos
Fluxometria por Laser-Doppler , Angioscopia Microscópica , Microvasos/diagnóstico por imagem , Doença de Raynaud/diagnóstico por imagem , Esclerodermia Difusa/diagnóstico por imagem , Esclerodermia Limitada/diagnóstico por imagem , Pele/irrigação sanguínea , Ultrassonografia , Adulto , Velocidade do Fluxo Sanguíneo , Estudos de Casos e Controles , Estudos Transversais , Feminino , Humanos , Masculino , Microcirculação , Microvasos/fisiopatologia , Pessoa de Meia-Idade , Estresse Oxidativo , Oxigênio/sangue , Valor Preditivo dos Testes , Doença de Raynaud/sangue , Doença de Raynaud/patologia , Doença de Raynaud/fisiopatologia , Fluxo Sanguíneo Regional , Esclerodermia Difusa/sangue , Esclerodermia Difusa/patologia , Esclerodermia Difusa/fisiopatologia , Esclerodermia Limitada/sangue , Esclerodermia Limitada/patologia , Esclerodermia Limitada/fisiopatologia , Pele/metabolismo , Pele/patologia , Análise Espectral
5.
Biomacromolecules ; 20(7): 2694-2702, 2019 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-31185170

RESUMO

Injectable gels that support load are desirable for restoring the mechanical properties of degenerated load-bearing tissue. As these gels become increasingly sophisticated, the need to remotely image them and monitor their swelling increases. However, imaging such gels and monitoring their swelling using noninvasive means is challenging. Here, we use a very low concentration of near-infrared (NIR) core-shell-shell (CSS) reporter nanoparticles to both image and monitor swelling changes of two load-supporting gels. The load-supporting injectable gel consisted of covalently interlinked pH-responsive microgel (MG) particles. The latter gel was not cytotoxic and is termed a doubly cross-linked microgel (DX MG). Inclusion of a complementary fluorescent dye enabled ratiometric monitoring of gel swelling changes in response to pH via nonradiative resonance energy transfer (NRET). In addition, changes in the CSS nanoparticle emission intensity provided a NIR-only method that could also be used to monitor gel swelling. The gel was able to be imaged using NIR light, after being subcutaneously injected into a tissue model. To demonstrate versatility of our approach, CSS and the dye were included within a model implantable gel (poly(acrylamide/acrylic acid)) and fluorescent detection of swelling investigated. Because the concentrations of the reporting species were too low to affect the mechanical properties, our approach to remote gel imaging and swelling monitoring has good potential for application in injectable gels and implants.


Assuntos
Materiais Biocompatíveis/farmacologia , Géis/farmacologia , Nanopartículas/química , Núcleo Pulposo/efeitos dos fármacos , Materiais Biocompatíveis/química , Citotoxinas/química , Citotoxinas/farmacologia , Transferência de Energia , Corantes Fluorescentes/química , Géis/efeitos adversos , Humanos , Concentração de Íons de Hidrogênio , Metacrilatos/química , Metacrilatos/farmacologia , Polímeros/química , Polímeros/farmacologia , Espectroscopia de Luz Próxima ao Infravermelho , Propriedades de Superfície
6.
Clin Oral Investig ; 23(5): 2279-2285, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-30293187

RESUMO

OBJECTIVES: The aim of this study was to see the effect of Er:YAG laser irradiation in dentine and compare this with its effect in enamel. The mechanism of crack propagation in dentine was emphasised and its clinical implications were discussed. MATERIALS AND METHODS: Coronal sections of sound enamel and dentine were machined to 50-µm thickness using a FEI-Helios Plasma (FIB). The specimen was irradiated for 30 s with 2.94-µm Er:YAG laser radiation in a moist environment, using a sapphire dental probe tip, with the tip positioned 2 mm away from the sample surface. One of the sections was analysed as a control and not irradiated. Samples were analysed using the Zeiss Xradia 810 Ultra, which allows high spatial resolution, nanoscale 3D imaging using X-ray computed tomography (CT). RESULTS: Dentine: In the peritubular dentine, micro-cracks ran parallel to the tubules whereas in the inter-tubular region, the cracks ran orthogonal to the dentinal tubules. These cracks extended to a mean depth of approximately 10 µm below the surface. On the dentine surface, there was preferential ablation of the less mineralised intertubular dentine, and this resulted in an irregular topography associated with tubules. Enamel: The irradiated enamel surface showed a characteristic 'rough' morphology suggesting some preferential ablation along certain microstructure directions. There appears to be very little subsurface damage, with the prismatic structure remaining intact. CONCLUSIONS: A possible mechanism is that laser radiation is transmitted down the dentinal tubules causing micro-cracks to form in the dentinal tubule walls that tend to be limited to this region. CLINICAL RELEVANCE: Crack might be a source of fracture as it represents a weak point and subsequently might lead to a failure in restorative dentistry.


Assuntos
Esmalte Dentário/diagnóstico por imagem , Dentina/diagnóstico por imagem , Lasers de Estado Sólido , Dente , Humanos , Microscopia Eletrônica de Varredura , Tomografia Computadorizada por Raios X
7.
Nature ; 486(7402): 233-6, 2012 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-22699613

RESUMO

The Hubble Deep Field provides one of the deepest multiwavelength views of the distant Universe and has led to the detection of thousands of galaxies seen throughout cosmic time. An early map of the Hubble Deep Field at a wavelength of 850 micrometres, which is sensitive to dust emission powered by star formation, revealed the brightest source in the field, dubbed HDF 850.1 (ref. 2). For more than a decade, and despite significant efforts, no counterpart was found at shorter wavelengths, and it was not possible to determine its redshift, size or mass. Here we report a redshift of z = 5.183 for HDF 850.1, from a millimetre-wave molecular line scan. This places HDF 850.1 in a galaxy overdensity at z ≈ 5.2, corresponding to a cosmic age of only 1.1 billion years after the Big Bang. This redshift is significantly higher than earlier estimates and higher than those of most of the hundreds of submillimetre-bright galaxies identified so far. The source has a star-formation rate of 850 solar masses per year and is spatially resolved on scales of 5 kiloparsecs, with an implied dynamical mass of about 1.3 × 10(11) solar masses, a significant fraction of which is present in the form of molecular gas. Despite our accurate determination of redshift and position, a counterpart emitting starlight remains elusive.

8.
Ann Vasc Surg ; 45: 1-9, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28739455

RESUMO

BACKGROUND: Critical limb ischemia (CLI) is a feared complication of peripheral vascular disease that often requires surgical management and may require amputation of the affected limb. We developed a decision model to inform clinical management for a 63-year-old woman with CLI and multiple medical comorbidities, including advanced heart failure and diabetes. METHODS: We developed a Markov decision model to evaluate 4 strategies: amputation, surgical bypass, endovascular therapy (e.g. stent or revascularization), and medical management. We measured the impact of parameter uncertainty using 1-way, 2-way, and multiway sensitivity analyses. RESULTS: In the base case, endovascular therapy yielded similar discounted quality-adjusted life months (26.50 QALMs) compared with surgical bypass (26.34 QALMs). Both endovascular and surgical therapies were superior to amputation (18.83 QALMs) and medical management (11.08 QALMs). This finding was robust to a wide range of periprocedural mortality weights and was most sensitive to long-term mortality associated with endovascular and surgical therapies. Utility weights were not stratified by patient comorbidities; nonetheless, our conclusion was robust to a range of utility weight values. CONCLUSIONS: For a patient with CLI, endovascular therapy and surgical bypass provided comparable clinical outcomes. However, this finding was sensitive to long-term mortality rates associated with each procedure. Both endovascular and surgical therapies were superior to amputation or medical management in a range of scenarios.


Assuntos
Amputação Cirúrgica , Fármacos Cardiovasculares/uso terapêutico , Tomada de Decisão Clínica , Simulação por Computador , Técnicas de Apoio para a Decisão , Procedimentos Endovasculares , Isquemia/terapia , Doença Arterial Periférica/terapia , Enxerto Vascular , Amputação Cirúrgica/efeitos adversos , Amputação Cirúrgica/mortalidade , Fármacos Cardiovasculares/efeitos adversos , Comorbidade , Estado Terminal , Árvores de Decisões , Procedimentos Endovasculares/efeitos adversos , Procedimentos Endovasculares/instrumentação , Procedimentos Endovasculares/mortalidade , Feminino , Humanos , Isquemia/diagnóstico , Isquemia/mortalidade , Isquemia/fisiopatologia , Cadeias de Markov , Pessoa de Meia-Idade , Doença Arterial Periférica/diagnóstico , Doença Arterial Periférica/mortalidade , Doença Arterial Periférica/fisiopatologia , Valor Preditivo dos Testes , Anos de Vida Ajustados por Qualidade de Vida , Retratamento , Medição de Risco , Fatores de Risco , Stents , Fatores de Tempo , Resultado do Tratamento , Enxerto Vascular/efeitos adversos , Enxerto Vascular/mortalidade
10.
J Microsc ; 264(3): 375-383, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27541861

RESUMO

Super-resolution localisation microscopy techniques depend on uniform illumination across the field of view, otherwise the resolution is degraded, resulting in imaging artefacts such as fringes. Lasers are currently the light source of choice for switching fluorophores in PALM/STORM methods due to their high power and narrow bandwidth. However, the high coherence of these sources often creates interference phenomena in the microscopes, with associated fringes/speckle artefacts in the images. We quantitatively demonstrate the use of a polymer membrane speckle scrambler to reduce the effect of the coherence phenomena. The effects of speckle in the illumination plane, at the camera and after software localisation of the fluorophores, were characterised. Speckle phenomena degrade the resolution of the microscope at large length scales in reconstructed images, effects that were suppressed by the speckle scrambler, but the small length scale resolution is unchanged at ∼30 nm.

14.
Cureus ; 15(12): e50592, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38107210

RESUMO

The mRNA vaccines for coronavirus disease-2019 (COVID-19) have been implemented across the globe for both emergent and non-emergent applications. We present a rare case of myocarditis following the second dosage of COVID-19 vaccine. In this case, myocarditis was suspected by troponin and erythrocyte sedimentation rate (ESR) levels prior to echocardiography, which demonstrated mild pericardial effusion, mild tricuspid regurgitation, and mild asymmetric left ventricular hypertrophy. Mild to moderate symptoms of myocardial inflammation persisted throughout the patient's admission, which attributed to the clinical presentation of chest pain and palpitations. As the patient had no relevant history to account for cardiac pathologies prior to vaccination, this case report serves to further investigate the association between mRNA-derived vaccination and subsequent acute myocarditis development.

15.
Biotechnol Lett ; 34(12): 2229-34, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22932930

RESUMO

Microbial solar biofuels offer great promise for future sustainable food, fuels and chemicals but are limited by low productivities and a requirement for large land areas to harvest sunlight. A 71 % increase in combined photosynthetic activity was achieved by illuminating both Rhodobacter sphaeroides and Arthrospira (Spirulina) platensis from a single beam of simulated sunlight, divided using a dichroic mirror. Therefore, this technique is termed 'dichroic beam-sharing', in which the complementary action spectra of two different useful micro-organisms, belonging to green and purple groups, is exploited and allows a single beam of sunlight to be shared efficiently between separate photobioreactors. Because the action spectra of these two organisms are typical of large groups, this novel method could increase the productivity of photosynthetic micro-organisms in the production of diverse commodities.


Assuntos
Fotossíntese , Rhodobacter sphaeroides/fisiologia , Rhodobacter sphaeroides/efeitos da radiação , Spirulina/fisiologia , Spirulina/efeitos da radiação , Luz Solar , Fotobiorreatores/microbiologia
16.
Sci Rep ; 12(1): 20446, 2022 11 28.
Artigo em Inglês | MEDLINE | ID: mdl-36443311

RESUMO

Systemic sclerosis (SSc)-related digital ischaemia is a major cause of morbidity, resulting from a combination of microvascular and digital artery disease. Photoacoustic imaging offers a newly available, non-invasive method of imaging digital artery structure and oxygenation. The aim of this study was to establish whether photoacoustic imaging could detect and measure vasculopathy in digital arteries, including the level of oxygenation, in patients with SSc and healthy controls. 22 patients with SSc and 32 healthy controls (HC) underwent photoacoustic imaging of the fingers. Vascular volume and oxygenation were assessed across eight fingers at the middle phalanx. In addition, oxygenation change during finger occlusion was measured at the non-dominant ring finger and the vascular network was imaged along the length of one finger for qualitative assessment. There was no statistically significant difference in vascular volume between patients with SSc and HC (mean of eight fingers; SSc, median 118.6 IQR [95.0-130.5] vs. HC 115.6 [97.8-158.9]) mm3. However, baseline oxygenation (mean 8 fingers) was lower in SSc vs. HC (0.373 [0.361-0.381] vs. 0.381 [0.373-0.385] arbitrary sO2 units respectively; p = 0.03). Hyperaemic oxygenation response following occlusion release was significantly lower in SSc compared to HC (0.379 [0.376-0.381] vs. 0.382 [0.377-0.385]; p = 0.03). Whilst vascular volume was similar between groups, digital artery oxygenation was decreased in patients with SSc as compared to HC, indicative of functional deficit. Photoacoustic imaging offers an exciting new method to image the vascular network in patients with SSc and the possibility to capture oxygenation as a functional measure.


Assuntos
Técnicas Fotoacústicas , Escleroderma Sistêmico , Doenças Vasculares , Humanos , Escleroderma Sistêmico/diagnóstico por imagem , Diagnóstico por Imagem , Dedos/diagnóstico por imagem , Artérias/diagnóstico por imagem
17.
Rheumatol Adv Pract ; 6(3): rkac105, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36540676

RESUMO

Objective: Clinical trials assessing systemic sclerosis (SSc)-related digital ulcers have been hampered by a lack of reliable outcome measures of healing. Our objective was to assess the feasibility of patients collecting high-quality mobile phone images of their digital lesions as a first step in developing a smartphone-based outcome measure. Methods: Patients with SSc-related digital (finger) lesions photographed one or more lesions each day for 30 days using their smartphone and uploaded the images to a secure Dropbox folder. Image quality was assessed using six criteria: blurriness, shadow, uniformity of lighting, dot location, dot angle and central positioning of the lesion. Patients completed a feedback questionnaire. Results: Twelve patients returned 332 photographs of 18 lesions. Each patient sent a median of 29.5 photographs [interquartile range (IQR) 15-33.5], with a median of 15 photographs per lesion (IQR 6-32). Twenty-two photographs were duplicates. Of the remaining 310 images, 256 (77%) were sufficiently in focus; 268 (81%) had some shadow; lighting was even in 56 (17%); dot location was acceptable in 233 (70%); dot angle was ideal in 107 (32%); and the lesion was centred in 255 (77%). Patient feedback suggested that 6 of 10 would be willing to record images daily in future studies, and 9 of 10 at least one to three times per week. Conclusion: Taking smartphone photographs of digital lesions was feasible for most patients, with most lesions in focus and central in the image. These promising results will inform the next research phase (to develop a smartphone monitoring application incorporating photographs and symptom tracking).

18.
Bioorg Med Chem Lett ; 21(21): 6288-92, 2011 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-21944852

RESUMO

Novel indole-3-thio-, 3-sulfonyl- and 3-oxy-aryl-1-acetic acids are reported which are potent, selective antagonists of the chemoattractant receptor-homologous expressed on Th2 lymphocytes receptor (CRTh2 or DP2). Optimization required maintenance of high CRTh2 potency whilst achieving a concomitant reduction in rates of metabolism, removal of cyp p450 inhibition and minimization of aldose reductase and aldehyde reductase activity. High quality compounds suitable for in vivo studies are highlighted, culminating in the discovery of AZD1981 (22).


Assuntos
Acetatos/farmacologia , Descoberta de Drogas , Ácidos Indolacéticos/farmacologia , Indóis/farmacologia , Receptores Imunológicos/antagonistas & inibidores , Receptores de Prostaglandina/antagonistas & inibidores , Acetatos/química , Humanos , Ácidos Indolacéticos/química , Indóis/química , Neutrófilos/efeitos dos fármacos
19.
J Occup Environ Med ; 63(1): 57-63, 2021 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-33105400

RESUMO

OBJECTIVE: To address which body composition (BC) measures best correlate with cardiorespiratory fitness (CRF) in firefighters and develop a model for accurate CRF estimation compared with traditional methods. METHODS: Career firefighters had body mass index (BMI) and waist circumference (WC) measured in addition to body fat percentage (FM%) by dual-energy x-ray absorptiometry (DXA). CRF as maximum oxygen uptake (VO2max) was estimated by rowing machine and measured by indirect calorimetry in a treadmill exercise test. RESULTS: Fifty two firefighters participated (92.3% men). Univariate correlations with BMI were best with WC. Univariate correlations with VO2max were best with FM%. Obesity classifications by BC measures agreed weakly at best. Multivariate analysis of several variables yielded an improved VO2max estimate (R2 = 0.70). CONCLUSIONS: Fire departments may benefit from more sophisticated measures of BC and CRF to evaluate firefighter fitness.


Assuntos
Aptidão Cardiorrespiratória , Bombeiros , Composição Corporal , Índice de Massa Corporal , Feminino , Humanos , Masculino , Oxigênio , Consumo de Oxigênio , Aptidão Física , Circunferência da Cintura
20.
Sci Rep ; 10(1): 16444, 2020 10 05.
Artigo em Inglês | MEDLINE | ID: mdl-33020505

RESUMO

The autoimmune disease systemic sclerosis (SSc) causes microvascular changes that can be easily observed cutaneously at the finger nailfold. Optoacoustic imaging (OAI), a combination of optical and ultrasound imaging, specifically raster-scanning optoacoustic mesoscopy (RSOM), offers a non-invasive high-resolution 3D visualization of capillaries allowing for a better view of microvascular changes and an extraction of volumetric measures. In this study, nailfold capillaries of patients with SSc and healthy controls are imaged and compared with each other for the first time using OAI. The nailfolds of 23 patients with SSc and 19 controls were imaged using RSOM. The acquired images were qualitatively compared to images from state-of-the-art imaging tools for SSc, dermoscopy and high magnification capillaroscopy. The vascular volume in the nailfold capillaries were computed from the RSOM images. The vascular volumes differ significantly between both cohorts (0.216 ± 0.085 mm3 and 0.337 ± 0.110 mm3; p < 0.0005). In addition, an artificial neural network was trained to automatically differentiate nailfold images from both cohorts to further assess whether OAI is sensitive enough to visualize anatomical differences in the capillaries between the two cohorts. Using transfer learning, the model classifies images with an area under the ROC curve of 0.897, and a sensitivity of 0.783 and specificity of 0.895. In conclusion, this study demonstrates the capabilities of RSOM as an imaging tool for SSc and establishes it as a modality that facilitates more in-depth studies into the disease mechanisms and progression.


Assuntos
Unhas/diagnóstico por imagem , Escleroderma Sistêmico/diagnóstico por imagem , Adulto , Idoso , Capilares/diagnóstico por imagem , Estudos de Casos e Controles , Aprendizado Profundo , Diagnóstico por Imagem/métodos , Feminino , Dedos/diagnóstico por imagem , Humanos , Imageamento Tridimensional/métodos , Masculino , Microcirculação/fisiologia , Angioscopia Microscópica/métodos , Pessoa de Meia-Idade , Curva ROC
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