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1.
Methods Mol Biol ; 2797: 227-236, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38570463

RESUMEN

Guanine nucleotides can be quantitatively analyzed by high-performance liquid chromatography (HPLC). Here we describe an ion-pair reversed-phase HPLC (IP-RP-HPLC)-based method, which enables analyzing GDP and GTP bound to small GTPases immunoprecipitated from cells. The activation status of FLAG-KRAS expressed in HEK293T cells can be investigated with the IP-RP-HPLC method. This method also can be adapted to determine the effects of compounds such as the KRAS/G12C inhibitor sotorasib on the activation status of FLAG-KRAS in the cells.


Asunto(s)
Nucleótidos de Guanina , Proteínas de Unión al GTP Monoméricas , Humanos , Cromatografía Líquida de Alta Presión/métodos , Proteínas Proto-Oncogénicas p21(ras)/genética , Células HEK293
2.
Circ Cardiovasc Imaging ; 17(1): e015769, 2024 01.
Artículo en Inglés | MEDLINE | ID: mdl-38205654

RESUMEN

BACKGROUND: Recently, it was reported that noncalcified plaque (NCP) volume was an independent predictor for cardiac events. Pericoronary adipose tissue (PCAT) attenuation is a marker of vascular inflammation and has been associated with increased cardiac mortality. The aim of this study was to evaluate the relationships between NCP volume, plaque vulnerability, and PCAT attenuation. METHODS: Patients who underwent preintervention coronary computed tomography angiography and optical coherence tomography were enrolled. Plaque volume was measured by computed tomography angiography, plaque vulnerability by optical coherence tomography, and the level of coronary inflammation by PCAT attenuation. The plaques were divided into 2 groups of high or low NCP volume based on the median NCP volume. RESULTS: Among 704 plaques in 454 patients, the group with high NCP volume had a higher prevalence of lipid-rich plaque (87.2% versus 75.9%; P<0.001), thin-cap fibroatheroma (38.1% versus 20.7%; P<0.001), macrophage (77.8% versus 63.4%; P<0.001), microvessel (58.2% versus 42.9%; P<0.001), and cholesterol crystal (42.0% versus 26.7%; P<0.001) than the group with low NCP plaque volume. The group with high NCP volume also had higher PCAT attenuation than the group with low NCP volume (-69.6±10.0 versus -73.5±10.6 Hounsfield unit; P<0.001). In multivariable analysis, NCP volume was significantly associated with thin-cap fibroatheroma and high PCAT attenuation. In the analysis of the combination of PCAT attenuation and NCP volume, the prevalence of thin-cap fibroatheroma was the highest in the high PCAT attenuation and high NCP volume group and the lowest in the low PCAT attenuation and low NCP volume group. CONCLUSIONS: Higher NCP volume was associated with higher plaque vulnerability and vascular inflammation. The combination of PCAT attenuation and NCP volume may help identify plaque vulnerability noninvasively. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique identifier: NCT04523194.


Asunto(s)
Enfermedad de la Arteria Coronaria , Placa Aterosclerótica , Humanos , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Angiografía Coronaria/métodos , Tomografía Computarizada por Rayos X/métodos , Angiografía por Tomografía Computarizada/métodos , Inflamación/diagnóstico por imagen , Vasos Coronarios/diagnóstico por imagen , Tejido Adiposo
3.
Sci Total Environ ; 912: 169060, 2024 Feb 20.
Artículo en Inglés | MEDLINE | ID: mdl-38061642

RESUMEN

Historically, forest thinning in Japan was conducted to obtain high-quality timber from plantations. Today, in contrast, thinning is also motivated by forest water balance and climate change considerations. It is in this context that the present study examines the effects of thinning on the ecophysiological responses of remaining trees, which are inadequately understood, especially in relation to changes in the magnitude and duration of transpiration. Sap flux densities were measured in both outer and inner sapwood to obtain stand-scale transpiration for two years in the pre-thinning state and three years post-thinning. The effects of thinning on transpiration were quantitatively evaluated based on canopy conductance models. The larger increases in outer sap flux density were found in the first year after the treatment, while those in inner sap flux density were detected in the second and third years. The remaining trees required a few of years to adjust to improved light conditions of the lower crown, resulting in a delayed response of inner sap flux density. As a result of this lag, transpiration was reduced to 71 % of the pre-thinning condition in the first year, but transpiration recovered to the pre-thinning levels in the second and third years due to compensating contributions from inner sap flow. In terms of more accurately chronicling the thinning effect, the distribution of sap flux density with respect to its radial pattern, is necessary. Such measurements are key to more comprehensively examining the ecophysiological response of forest plantations to thinning and, ultimately, its effect on the forest water balance.


Asunto(s)
Cryptomeria , Cryptomeria/fisiología , Transpiración de Plantas/fisiología , Bosques , Árboles/fisiología , Agua
5.
Am J Cardiol ; 207: 13-20, 2023 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-37722196

RESUMEN

Outcomes after myocardial infarction in women remain poor. The number of cardiovascular risk factors in women increase with age, however the relation between risk factors and culprit plaque characteristics in this population is poorly understood. The aim of the study was to investigate the relation between risk factors and culprit plaque characteristics in women with acute coronary syndrome (ACS). A total of 382 women who presented with ACS and underwent pre-intervention optical coherence tomography imaging of the culprit lesion were included in this analysis. The culprit plaques were categorized as plaque rupture, plaque erosion or calcified plaque, and then stratified by age and risk factors. The predominant pathology of ACS was plaque erosion in young patients (<60 years), which decreased with age (p <0.001). Current smokers had a high prevalence of plaque rupture (60%) and lipid plaque (79%). Women with diabetes tended to have more lipid plaque (70%) even at a young age. In women with hyperlipidemia, the prevalence of lipid plaques was modest in younger ages, but rose gradually with age (p <0.001). An increasing age trend for lipid plaque was also observed in women with hypertension (p = 0.03) and current smokers (p = 0.01). In conclusion, early treatment of risk factors such as diabetes in young women might be important before accelerated progression of atherosclerosis begins as age advances. Clinical trial registration: http://www.clinicaltrials.gov, NCT01110538, NCT03479723 and NCT02041650.


Asunto(s)
Síndrome Coronario Agudo , Enfermedades Cardiovasculares , Enfermedad de la Arteria Coronaria , Diabetes Mellitus , Placa Aterosclerótica , Femenino , Humanos , Síndrome Coronario Agudo/etiología , Enfermedades Cardiovasculares/complicaciones , Angiografía Coronaria , Enfermedad de la Arteria Coronaria/epidemiología , Vasos Coronarios/patología , Factores de Riesgo de Enfermedad Cardiaca , Lípidos , Placa Aterosclerótica/diagnóstico por imagen , Placa Aterosclerótica/epidemiología , Placa Aterosclerótica/complicaciones , Factores de Riesgo , Tomografía de Coherencia Óptica/métodos , Persona de Mediana Edad
6.
Sci Rep ; 13(1): 13567, 2023 08 21.
Artículo en Inglés | MEDLINE | ID: mdl-37604987

RESUMEN

This study sought to evaluate the prognostic implications of the presence of preprocedural unrecognized myocardial infarction (UMI) and periprocedural myocardial injury (PMI) evaluated by delayed gadolinium enhancement cardiac magnetic resonance (DE-CMR) in patients with chronic coronary syndrome (CCS) undergoing elective percutaneous coronary intervention (PCI). We enrolled 250 CCS patients scheduled for elective PCI. UMI was defined as the presence of late gadolinium enhancement (LGE) detected by pre-PCI CMR in the region without medical history of revascularization and/or MI. Periprocedural new occurrence or increased volume of LGE in the target territory detected by post-PCI CMR (PPL) were used to assess PMI. In the final analysis of 235 patients, UMI and PPL were detected in 43 patients (18.3%) and 45 patients (19.1%), respectively. During follow-up for a median of 2.2 years, major adverse cardiac events (MACE) occurred in 31 (13.2%) patients. On multivariable analysis, UMI and PPL remained as significant predictors of MACE after adjusting confounding factors (HR 4.62, 95% CI 2.24-9.54, P < 0.001, HR 2.33, 95% CI 1.11-4.91, P = 0.026). In patients with CCS who underwent elective PCI, UMI and PPL were independent predictors of worse outcomes. UMI and PPL on DE-CMR might provide additional potential insight for the risk stratification of patients undergoing elective PCI.


Asunto(s)
Lesiones Cardíacas , Infarto del Miocardio , Intervención Coronaria Percutánea , Humanos , Medios de Contraste , Gadolinio , Intervención Coronaria Percutánea/efectos adversos , Pronóstico , Infarto del Miocardio/diagnóstico por imagen , Síndrome , Imagen por Resonancia Magnética
7.
Am J Cardiol ; 203: 466-472, 2023 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-37562073

RESUMEN

Even after successful revascularization with primary percutaneous coronary intervention (PCI) for ST-segment elevation myocardial infarction (STEMI), subsequent adverse events still occur. Previous studies have suggested potential benefits of intravascular imaging, including optical coherence tomography (OCT). However, the feasibility of OCT-guided primary PCI has not been systematically examined in these patients. The ATLAS-OCT (ST-elevation Acute myocardial infarcTion and cLinicAl outcomeS treated by Optical Coherence Tomography-guided percutaneous coronary intervention) trial was designed to investigate the feasibility of OCT guidance during primary PCI for STEMI in experienced centers with expertise on OCT-guided PCI as a prospective, multicenter registry of consecutive patients with STEMI who underwent a primary PCI. The sites' inclusion criteria are as follows: (1) acute care hospitals providing 24/7 emergency care for STEMI, and (2) institutions where OCT-guided PCI is the first choice for primary PCI in STEMI. All patients with STEMI who underwent primary PCI at participating sites will be consecutively enrolled, irrespective of OCT use during PCI. The primary end point will be the rate of successful OCT imaging during the primary PCI. As an ancillary imaging modality to angiography, OCT provides morphologic information during PCI for the assessment of plaque phenotypes, vessel sizing, and PCI optimization. Major adverse cardiac events, defined as a composite of all-cause death, myocardial infarction, and target vessel revascularization at 1 year, will also be recorded. The ATLAS-OCT study will clarify the feasibility of OCT-guided primary PCI for patients with STEMI and further identify a suitable patient group for OCT-guided primary PCI.


Asunto(s)
Infarto del Miocardio , Intervención Coronaria Percutánea , Infarto del Miocardio con Elevación del ST , Humanos , Infarto del Miocardio con Elevación del ST/diagnóstico , Infarto del Miocardio con Elevación del ST/cirugía , Infarto del Miocardio con Elevación del ST/etiología , Tomografía de Coherencia Óptica/métodos , Angiografía Coronaria/métodos , Estudios Prospectivos , Intervención Coronaria Percutánea/métodos , Resultado del Tratamiento , Infarto del Miocardio/diagnóstico , Infarto del Miocardio/cirugía
8.
Circ Cardiovasc Imaging ; 16(8): e015227, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37503629

RESUMEN

BACKGROUND: Layered plaque, a signature of previous plaque disruption, is a known predictor of rapid plaque progression. Layered plaque can be identified in vivo by optical coherence tomography. Studies have reported differences in plaque burden between women and men, but sex differences in the pattern of layered plaque are unknown. METHODS: Preintervention optical coherence tomography images of 533 patients with chronic coronary syndromes were analyzed. Detailed plaque characteristics of layered and nonlayered plaques of the target lesion were compared between men and women. RESULTS: The prevalence of layered plaque was similar between men (N=418) and women (N=115; 55% versus 54%; P=0.832). In men, more features of plaque vulnerability were identified in layered plaque than in nonlayered plaque: lipid plaque (87% versus 69%; P<0.001), macrophages (69% versus 56%; P=0.007), microvessels (72% versus 39%; P<0.001), and cholesterol crystals (49% versus 30%; P<0.001). No difference in plaque vulnerability between layered and nonlayered plaques was observed in women. Layered plaque in men had more features consistent with previous plaque rupture than in women: interrupted pattern (74% versus 52%; P<0.001) and a greater layer index (1198 [781-1835] versus 943 [624-1477]; P<0.001). CONCLUSIONS: In men, layered plaques exhibit more features of vascular inflammation and vulnerability as well as evidence of previous plaque rupture, compared with nonlayered plaques, whereas in women, no difference was observed between layered and nonlayered plaques. Vascular inflammation (plaque rupture) may be the predominant mechanism of layered plaque in men, whereas a less inflammatory mechanism may play a key role in women. REGISTRATION: URL: http://www. CLINICALTRIALS: gov; Unique Identifier: NCT01110538, NCT04523194.


Asunto(s)
Enfermedad de la Arteria Coronaria , Placa Aterosclerótica , Femenino , Humanos , Masculino , Angiografía Coronaria/métodos , Enfermedad de la Arteria Coronaria/epidemiología , Vasos Coronarios/diagnóstico por imagen , Vasos Coronarios/patología , Inflamación , Placa Aterosclerótica/diagnóstico por imagen , Valor Predictivo de las Pruebas , Caracteres Sexuales , Tomografía de Coherencia Óptica/métodos , Estudios Clínicos como Asunto
9.
Commun Biol ; 6(1): 616, 2023 06 08.
Artículo en Inglés | MEDLINE | ID: mdl-37291187

RESUMEN

TREM2 is a transmembrane receptor expressed in microglia and macrophages. Elevated TREM2 levels in these cells are associated with age-related pathological conditions, including Alzheimer's disease. However, the regulatory mechanism underlying the protein expression of TREM2 remains unclear. In this study, we uncover the role of the 5' untranslated region (5'-UTR) of human TREM2 in translation. An upstream start codon (uAUG) in the 5'-UTR of TREM2 is specific to some primates, including humans. The expression of the conventional TREM2 protein, starting from the downstream AUG (dTREM2), is repressed by the 5'-UTR in a uAUG-mediated manner. We also detect a TREM2 protein isoform starting from uAUG (uTREM2) that is largely degraded by proteasomes. Finally, the 5'-UTR is essential for the downregulation of dTREM2 expression in response to amino acid starvation. Collectively, our study identifies a species-specific regulatory role of the 5'-UTR in TREM2 translation.


Asunto(s)
Glicoproteínas de Membrana , Receptores Inmunológicos , Animales , Humanos , Regiones no Traducidas 5' , Codón Iniciador , Regulación hacia Abajo , Isoformas de Proteínas , Glicoproteínas de Membrana/genética , Receptores Inmunológicos/genética
10.
Circ Cardiovasc Imaging ; 16(3): e014959, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36866660

RESUMEN

BACKGROUND: Vascular inflammation plays a key role in atherogenesis and in the development of acute coronary syndromes. Coronary inflammation can be measured by peri-coronary adipose tissue (PCAT) attenuation on computed tomography angiography. We examined the relationships between the level of coronary artery inflammation assessed by PCAT attenuation and coronary plaque characteristics by optical coherence tomography. METHODS: A total of 474 patients (198 acute coronary syndromes and 276 stable angina pectoris) who underwent preintervention coronary computed tomography angiography and optical coherence tomography were included. To compare the relationships between the level of coronary artery inflammation and detailed plaque characteristics, we divided the subjects into high (n=244) and low (n=230) PCAT attenuation groups using a threshold value of -70.1 Hounsfield units. RESULTS: The high PCAT attenuation group, compared with the low PCAT attenuation group, had more males (90.6% versus 69.6%; P<0.001), more non-ST-segment elevation myocardial infarction (38.5% versus 25.7%; P=0.003), and less stable angina pectoris (51.6% versus 65.2%; P=0.003). Aspirin, dual antiplatelet, and statins were less frequently used in the high PCAT attenuation group compared to the low PCAT attenuation group. Patients with high PCAT attenuation, compared with those with low PCAT attenuation, had lower ejection fraction (median 64% versus 65%; P=0.014) and lower levels of high-density lipoprotein cholesterol (median 45 versus 48 mg/dL; P=0.027). Optical coherence tomography features of plaque vulnerability were significantly more common in patients with high PCAT attenuation, compared to those with low PCAT attenuation, including lipid-rich plaque (87.3% versus 77.8%; P=0.006), macrophage (76.2% versus 67.8%; P=0.041), microchannels (61.9% versus 48.3%; P=0.003), plaque rupture (38.1% versus 23.9%; P<0.001), and layered plaque (60.2% versus 50.0%; P=0.025). CONCLUSIONS: Optical coherence tomography features of plaque vulnerability were significantly more common in patients with high PCAT attenuation, compared with those with low PCAT attenuation. Vascular inflammation and plaque vulnerability are intimately related in patients with coronary artery disease. REGISTRATION: URL: https://www. CLINICALTRIALS: gov; Unique identifier: NCT04523194.


Asunto(s)
Síndrome Coronario Agudo , Angina Estable , Enfermedad de la Arteria Coronaria , Placa Aterosclerótica , Humanos , Masculino , Angina Estable/diagnóstico por imagen , Angiografía por Tomografía Computarizada/métodos , Angiografía Coronaria/métodos , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Vasos Coronarios/diagnóstico por imagen , Inflamación/diagnóstico por imagen , Tomografía de Coherencia Óptica/métodos
11.
Drug Discov Ther ; 17(1): 1-9, 2023 Mar 11.
Artículo en Inglés | MEDLINE | ID: mdl-36740253

RESUMEN

Transcription factor GATA6 stably expressed in Chinese hamster ovary (CHO)-K1 cells is exported from the nucleus to the cytoplasm and degraded there by proteasome upon treatment with dibutylyl-cyclic AMP (dbcAMP), which is a membrane-permeable cyclic AMP (cAMP) analogue. The cAMP-dependent proteolysis of GATA6 was characterized by dissection of the GATA6 protein into a zinc-finger domain (Zf) and the surrounding region (ΔZf). These segments were separately expressed in CHO-K1 cells stably, and followed by treatment with dbcAMP. The nuclear localized Zf was degraded by proteasome similarly to the full-length GATA6. Site-directed mutants of nuclear localizing signal (NLS) (345RKRKPK350 → AAAAPK and AAAAPA) and closely related GATA4 showed the same behavior. Although nuclear-localized ΔZf was degraded by proteasome, the cytoplasmic-located ΔZf was resistant to proteolysis in contrast to the NLS mutants. We also searched for a potential NLS and nuclear export signal (NES) with computational prediction programs and compared the results with ours. All these results suggest that the amino acid sequence(s) of the Zf of GATA6 is responsive to cAMP-dependent nuclear export and proteolysis.


Asunto(s)
AMP Cíclico , Complejo de la Endopetidasa Proteasomal , Cricetinae , Animales , Complejo de la Endopetidasa Proteasomal/metabolismo , AMP Cíclico/metabolismo , Transporte Activo de Núcleo Celular , Bucladesina/metabolismo , Células CHO , Proteolisis , Cricetulus , Citoplasma/metabolismo , Núcleo Celular/metabolismo , Zinc/metabolismo
12.
Sci Rep ; 13(1): 2432, 2023 02 10.
Artículo en Inglés | MEDLINE | ID: mdl-36765086

RESUMEN

Healed coronary plaques, morphologically characterized by a layered phenotype, are signs of previous plaque destabilization and healing. Recent optical coherence tomography (OCT) studies demonstrated that layered plaque is associated with higher levels of local and systemic inflammation and rapid plaque progression. However, the diagnosis of layered plaque needs expertise in OCT image analysis and is susceptible to inter-observer variability. We developed a deep learning (DL) model for an accurate diagnosis of layered plaque. A Visual Transformer (ViT)-based DL model that integrates information from adjacent frames emulating the cardiologists who review consecutive OCT frames to make a diagnosis was developed and compared with the standard convolutional neural network (CNN) model. A total of 237,021 cross-sectional OCT images from 581 patients collected from 8 sites were used for training and internal validation, and 65,394 images from 292 patients collected from another site were used for external validation. In the five-fold cross-validation, the ViT-based model provided better performance (area under the curve [AUC]: 0.860; 95% confidence interval [CI]: 0.855-0.866) than the standard CNN-based model (AUC: 0.799; 95% CI: 0.792-0.805). The ViT-based model (AUC: 0.845; 95% CI: 0.837-0.853) also surpassed the standard CNN-based model (AUC: 0.791; 95% CI: 0.782-0.800) in the external validation. The ViT-based DL model can accurately diagnose a layered plaque, which could help risk stratification for cardiac events.


Asunto(s)
Aprendizaje Profundo , Infarto del Miocardio , Placa Aterosclerótica , Humanos , Estudios Transversales , Placa Aterosclerótica/diagnóstico por imagen , Redes Neurales de la Computación , Tomografía de Coherencia Óptica/métodos
14.
Am Heart J Plus ; 30: 100298, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38510923

RESUMEN

Background: Periodontal disease (PD) is associated with an increased risk of cardiovascular disease (CVD). Pericardial adipose tissue (PAT) is known as a marker of progressive CVD. This study sought to assess the association between PD and PAT in patients with CVD. Methods: We retrospectively investigated 135 patients admitted for CVD who underwent computed tomography coronary angiography (CTCA) and periodontal examinations. Periodontal assessment using the community periodontal index (CPI) was based on the probing pocket depth around teeth. Patients with CPI ≥3 were categorized as having PD. PAT volume was measured with a quantitative semi-automated procedure using CTCA images. Patients were divided into tertiles according to PAT volume. Baseline characteristics and PD findings were compared among the tertiles. Results: Eighty-six patients were diagnosed with PD (63.7 %). Mean PAT volume was 181.4 ml, and patients were categorized as small-PAT (PAT <148.9 ml), intermediate-PAT (148.9 ml ≤ PAT ≤204.6 ml), and large-PAT (PAT >204.6 ml). The prevalence of PD was significantly higher in large-PAT (38/46, 82.6 %) than in small-PAT (18/45, 40.0 %) and intermediate-PAT (30/44, 68.2 %) patients. Multivariate logistic regression analysis showed that body weight, history of hypertension, and the presence of PD were independent predictors for large-PAT (odds ratio [OR]: 1.12, P < 0.001, OR: 3.97, P = 0.017, and OR: 4.18, P = 0.0078, respectively). Conclusion: The presence and severity of PD were significantly correlated with PAT volume, which has been associated with progressive CVD. Further prospective studies are warranted to assess the impact of PD on the onset and outcomes of CVD.

15.
Circ Cardiovasc Imaging ; 15(11): e014191, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36325895

RESUMEN

BACKGROUND: Vascular inflammation has been recognized as one of the key factors in the pathogenesis of acute coronary syndromes (ACS). Pericoronary adipose tissue (PCAT) attenuation by computed tomography angiography has emerged as a marker specific for coronary artery inflammation. We examined the relationship between clinical presentation and coronary artery inflammation assessed by PCAT attenuation and coronary plaque characteristics. METHODS: Patients with ACS or stable angina pectoris (SAP) who underwent preintervention coronary computed tomography angiography and optical coherence tomography were enrolled. PCAT attenuation was measured around the culprit lesion and in the proximal 40 mm of all coronary arteries. PCAT attenuation and optical coherence tomography findings were compared between patients with ACS versus SAP. RESULTS: Among 471 patients (ACS: 198, SAP: 273), PCAT attenuation was higher in ACS patients than in SAP patients both at the culprit plaque level (-67.5±9.6 Hounsfield unit [HU] versus -71.5±11.0 HU, P<0.001) and at the culprit vessel level (-68.3±7.7 HU versus -71.1±7.9 HU, P<0.001). The mean PCAT attenuation of all 3 coronary arteries was also significantly higher in ACS patients than in SAP patients (-68.8±6.3 HU versus -70.5±7.1 HU, P=0.007). After adjusting patient characteristics, not only thin-cap fibroatheroma (OR: 3.41; 95% CI: 1.89-6.17) and macrophages (OR: 3.32; 95% CI: 1.76-6.26) but also PCAT attenuation around the culprit plaque (OR: 1.03; 95% CI: 1.00-1.05) was associated with the clinical presentation of ACS. CONCLUSIONS: PCAT attenuation at culprit plaque, culprit vessel, and pan-coronary levels was higher in ACS patients than in SAP patients. Vascular inflammation appears to play a crucial role in the development of ACS. REGISTRATION: URL: https://www. CLINICALTRIALS: gov; Unique identifier: NCT04523194.


Asunto(s)
Síndrome Coronario Agudo , Angina Estable , Enfermedad de la Arteria Coronaria , Placa Aterosclerótica , Humanos , Síndrome Coronario Agudo/diagnóstico por imagen , Angina Estable/diagnóstico por imagen , Angiografía Coronaria/métodos , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Vasos Coronarios/diagnóstico por imagen , Inflamación/diagnóstico por imagen , Estudios Retrospectivos
16.
JACC Cardiovasc Interv ; 15(20): 2020-2031, 2022 10 24.
Artículo en Inglés | MEDLINE | ID: mdl-36265933

RESUMEN

BACKGROUND: Acute coronary syndromes caused by plaque erosion might be potentially managed conservatively without stenting. Currently, the diagnosis of plaque erosion requires expertise in optical coherence tomographic (OCT) image interpretation. In addition, the current deep learning (DL) approaches for OCT image interpretation are based on a single frame, without integrating the information from adjacent frames. OBJECTIVES: The aim of this study was to develop a novel DL model to facilitate an accurate diagnosis of plaque erosion. METHODS: A novel "Transformer"-based DL model was developed that integrates information from adjacent frames emulating the cardiologists who review consecutive OCT frames to make a diagnosis and compared with the standard convolutional neural network (CNN) DL model. A total of 237,021 cross-sectional OCT images from 581 patients were used for training and internal validation, and 65,394 images from 292 patients from another dataset were used for external validation. Model performances were evaluated using the area under the receiver-operating characteristic curve (AUC). RESULTS: For the frame-level diagnosis of plaque erosion, the Transformer model showed superior performance than the CNN model, with an AUC of 0.94 compared with 0.85 in the external validation. For the lesion-level diagnosis, the Transformer model showed improved diagnostic performance compared with the CNN model, with an AUC of 0.91 compared with 0.84 in the external validation. CONCLUSIONS: This newly developed Transformer model will help cardiologists diagnose plaque erosion with high accuracy in patients with acute coronary syndromes.


Asunto(s)
Síndrome Coronario Agudo , Aprendizaje Profundo , Placa Aterosclerótica , Humanos , Síndrome Coronario Agudo/diagnóstico por imagen , Síndrome Coronario Agudo/etiología , Síndrome Coronario Agudo/terapia , Estudios Transversales , Resultado del Tratamiento , Tomografía de Coherencia Óptica/métodos
18.
J Thromb Thrombolysis ; 54(4): 647-659, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-36205839

RESUMEN

Vascular inflammation, lipid metabolism, and thrombogenicity play a key role not only in atherogenesis but also in the development of acute coronary syndromes. Biomarkers associated with coronary high-risk plaques defined according to intravascular imaging have not been systematically studied. A total of 69 patients with coronary artery disease who underwent both optical coherence tomography and intravascular ultrasound imaging, and who provided blood specimens were included. Comprehensive biomarkers for inflammation, lipid, and coagulation were analyzed. Composite models sought biomarker patterns associated with thin-cap fibroatheroma (TCFA) and "high-risk plaques" (TCFA and large plaque burden). Two different composite models were developed for TCFA, based on the finding that high sensitivity C-reactive protein (hsCRP), plasminogen activator inhibitor-1, fibrinogen, IL-6, homocysteine and amyloid A levels were elevated, and high-density lipoprotein cholesterol (HDL) and bile acid levels were decreased in these patients. Both composite models were highly accurate for detecting patients with TCFA (area under curve [AUC]: 0.883 in model-A and 0.875 in model-B, both p < 0.001). In addition, creatinine, hsCRP, fibrinogen, tumor necrosis factor-α, IL-6, homocysteine, amyloid A, HDL, prothrombin, and bile acid were useful for detecting patients with "high-risk plaques". Two composite models were highly accurate for detection of patients with "high-risk plaques" (AUC: 0.925 in model-A and 0.947 in model-B, both p < 0.001). Biomarkers useful for detection of patients with high-risk coronary plaques defined according to intravascular imaging have been identified. These biomarkers may be useful to risk stratify patients and to develop targeted therapy.Clinical Trial Registration https://www.umin.ac.jp/ctr/ , UMIN000041692. Biomarkers and high-risk plaques hsCRP, PAI-1, fibrinogen, IL-6, homocysteine, amyloid A, HDL, and bile acid were useful for detecting patients with TCFA. hsCRP, fibrinogen, IL-6, homocysteine, amyloid A, creatinine, TNFα, HDL, prothrombin, and bile acid were useful for detecting patients with "high-risk plaques" (plaque which has both TCFA and large plaque burden). White arrowhead denotes TCFA. Red and green dashed lines denote lumen area and external elastic membrane area, respectively.


Asunto(s)
Enfermedad de la Arteria Coronaria , Placa Aterosclerótica , Humanos , Placa Aterosclerótica/patología , Vasos Coronarios/patología , Proteína C-Reactiva/análisis , Protrombina/metabolismo , Creatinina , Interleucina-6 , Ultrasonografía Intervencional/métodos , Valor Predictivo de las Pruebas , Tomografía de Coherencia Óptica/métodos , Biomarcadores , Fibrinógeno/metabolismo , Homocisteína/metabolismo , Inflamación/patología , Ácidos y Sales Biliares/metabolismo , Angiografía Coronaria
19.
J Am Heart Assoc ; 11(17): e026036, 2022 09 06.
Artículo en Inglés | MEDLINE | ID: mdl-36000423

RESUMEN

Background The relationship between gut microbiota and in vivo coronary plaque characteristics has not been reported. This study was conducted to investigate the relationship between gut microbiota and coronary plaque characteristics in patients with coronary artery disease. Methods and Results Patients who underwent both optical coherence tomography and intravascular ultrasound imaging and provided stool and blood specimens were included. The composition of gut microbiota was evaluated using 16S rRNA sequencing. A total of 55 patients were included. At the genus level, 2 bacteria were associated with the presence of thin-cap fibroatheroma, and 9 bacteria were associated with smaller fibrous cap thickness. Among them, some bacteria had significant associations with inflammatory/prothrombotic biomarkers. Dysgonomonas had a positive correlation with interleukin-6, Paraprevotella had a positive correlation with fibrinogen and negative correlation with high-density lipoprotein cholesterol, Succinatimonas had positive correlations with fibrinogen and homocysteine, and Bacillus had positive correlations with fibrinogen and high-sensitivity C-reactive protein. In addition, Paraprevotella, Succinatimonas, and Bacillus were also associated with greater plaque volume. Ten bacteria were associated with larger fibrous cap thickness. Some were associated with protective biomarker changes; Anaerostipes had negative correlations with trimethylamine N-oxide, tumor necrosis factor α, and interleukin-6, and Dielma had negative correlations with trimethylamine N-oxide, white blood cells, plasminogen activator inhibitor-1, and homocysteine, and a positive correlation with high-density lipoprotein cholesterol. Conclusions Bacteria that were associated with vulnerable coronary plaque phenotype and greater plaque burden were identified. These bacteria were also associated with elevated inflammatory or prothrombotic biomarkers. Registration URL: https://www.umin.ac.jp/ctr/; Unique identifier: UMIN000041692.


Asunto(s)
Enfermedad de la Arteria Coronaria , Microbioma Gastrointestinal , Placa Aterosclerótica , Biomarcadores , HDL-Colesterol , Angiografía Coronaria , Vasos Coronarios/diagnóstico por imagen , Vasos Coronarios/patología , Fibrinógeno , Homocisteína , Humanos , Interleucina-6 , Placa Aterosclerótica/patología , ARN Ribosómico 16S , Tomografía de Coherencia Óptica/métodos , Ultrasonografía Intervencional/métodos
20.
Circ Cardiovasc Interv ; 15(6): e011612, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35652353

RESUMEN

BACKGROUND: Despite the significant decline in cardiovascular mortality in women over the past several decades, sex differences in the underlying pathology of acute coronary syndromes remain poorly understood. Previous postmortem studies have demonstrated sex differences in coronary plaque morphology with a higher prevalence of plaque erosion in young women and more plaque rupture in older women after menopause, whereas men showed no increase in prevalence of plaque rupture with age. However, in vivo data are limited. METHODS: This study included patients who presented with acute coronary syndrome and underwent preintervention optical coherence tomography imaging of the culprit lesion. The culprit plaque was categorized as plaque rupture, plaque erosion or culprit plaque with calcification, and stratified by age. Features of plaque vulnerability at culprit lesion were also analyzed. RESULTS: In 1368 patients (women=286), women and men had a similar distribution of culprit plaque morphology (plaque rupture versus plaque erosion). However, significant sex differences were found in the underlying mechanisms of acute coronary syndrome among different age groups: women showed a significant ascending trend with age in plaque rupture (P<0.001) and the features of plaque vulnerability such as lipid plaque (P<0.001), thin-cap fibroatheroma (P=0.005), and microstructures including macrophages, cholesterol crystals, and calcification (P=0.026). No trend was observed in men. CONCLUSIONS: Age related sex differences in culprit plaque morphology and vulnerability were identified in patients with acute coronary syndrome: prevalence of plaque rupture and vulnerability increased with age in women but not in men. REGISTRATION: URL: https://www. CLINICALTRIALS: gov; Unique identifier: NCT01110538 and NCT03479723.


Asunto(s)
Síndrome Coronario Agudo , Calcinosis , Enfermedad de la Arteria Coronaria , Placa Aterosclerótica , Síndrome Coronario Agudo/diagnóstico por imagen , Anciano , Angiografía Coronaria , Enfermedad de la Arteria Coronaria/patología , Vasos Coronarios/diagnóstico por imagen , Vasos Coronarios/patología , Femenino , Humanos , Masculino , Placa Aterosclerótica/patología , Caracteres Sexuales , Tomografía de Coherencia Óptica/métodos , Resultado del Tratamiento
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