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1.
Mol Cell ; 84(11): 2135-2151.e7, 2024 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-38848692

RESUMEN

In response to stress, eukaryotes activate the integrated stress response (ISR) via phosphorylation of eIF2α to promote the translation of pro-survival effector genes, such as GCN4 in yeast. Complementing the ISR is the target of rapamycin (TOR) pathway, which regulates eIF4E function. Here, we probe translational control in the absence of eIF4E in Saccharomyces cerevisiae. Intriguingly, we find that loss of eIF4E leads to de-repression of GCN4 translation. In addition, we find that de-repression of GCN4 translation is accompanied by neither eIF2α phosphorylation nor reduction in initiator ternary complex (TC). Our data suggest that when eIF4E levels are depleted, GCN4 translation is de-repressed via a unique mechanism that may involve faster scanning by the small ribosome subunit due to increased local concentration of eIF4A. Overall, our findings suggest that relative levels of eIF4F components are key to ribosome dynamics and may play important roles in translational control of gene expression.


Asunto(s)
Factores de Transcripción con Cremalleras de Leucina de Carácter Básico , Proteínas de Saccharomyces cerevisiae , Saccharomyces cerevisiae , Estrés Fisiológico , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/genética , Fosforilación , Factores de Transcripción con Cremalleras de Leucina de Carácter Básico/metabolismo , Factores de Transcripción con Cremalleras de Leucina de Carácter Básico/genética , Factor 4F Eucariótico de Iniciación/metabolismo , Factor 4F Eucariótico de Iniciación/genética , Biosíntesis de Proteínas , Regulación Fúngica de la Expresión Génica , Factor 4E Eucariótico de Iniciación/metabolismo , Factor 4E Eucariótico de Iniciación/genética , Factor 2 Eucariótico de Iniciación/metabolismo , Factor 2 Eucariótico de Iniciación/genética , Transducción de Señal , Ribosomas/metabolismo , Ribosomas/genética , Factor 4A Eucariótico de Iniciación/metabolismo , Factor 4A Eucariótico de Iniciación/genética
2.
Mol Cell ; 56(3): 345-346, 2014 Nov 06.
Artículo en Inglés | MEDLINE | ID: mdl-25514181

RESUMEN

In two recent papers, Arenz et al. (2014a) and Bischoff et al. (2014) provide structural insights into drug-induced, peptide-mediated stalling of the ribosome.


Asunto(s)
Eritromicina/química , Biosíntesis de Proteínas , Inhibidores de la Síntesis de la Proteína/química , Ribosomas/química
3.
Eur Radiol ; 31(8): 6269-6274, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-33517491

RESUMEN

OBJECTIVES: The aim of this study was to analyse the use of the chest radiograph (CXR) as the first-line investigation in primary care patients with suspected lung cancer. METHODS: Of 16,945 primary care referral CXRs (June 2018 to May 2019), 1,488 were referred for suspected lung cancer. CXRs were coded as follows: CX1, normal but a CT scan is recommended to exclude malignancy; CX2, alternative diagnosis; or CX3, suspicious for cancer. Kaplan-Meier survival analysis was undertaken by stratifying patients according to their CX code. RESULTS: In the study period, there were 101 lung cancer diagnoses via a primary care CXR pathway. Only 10% of patients with a normal CXR (CX1) underwent subsequent CT and there was a significant delay in lung cancer diagnosis in these patients (p < 0.001). Lung cancer was diagnosed at an advanced stage in 50% of CX1 patients, 38% of CX2 patients and 57% of CX3 patients (p = 0.26). There was no survival difference between CX codes (p = 0.42). CONCLUSION: Chest radiography in the investigation of patients with suspected lung cancer may be harmful. This strategy may falsely reassure in the case of a normal CXR and prioritises resources to advanced disease. KEY POINTS: • Half of all lung cancer diagnoses in a 1-year period are first investigated with a chest X-ray. • A normal chest X-ray report leads to a significant delay in the diagnosis of lung cancer. • The majority of patients with a normal or abnormal chest X-ray have advanced disease at diagnosis and there is no difference in survival outcomes based on the chest X-ray findings.


Asunto(s)
Neoplasias Pulmonares , Tomografía Computarizada por Rayos X , Humanos , Pulmón , Neoplasias Pulmonares/diagnóstico por imagen , Radiografía , Radiografía Torácica , Rayos X
4.
Eur Radiol ; 31(8): 6013-6020, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-33459854

RESUMEN

OBJECTIVES: To assess the feasibility and reliability of the use of artificial intelligence post-processing to calculate the RV:LV diameter ratio on computed tomography pulmonary angiography (CTPA) and to investigate its prognostic value in patients with acute PE. METHODS: Single-centre, retrospective study of 101 consecutive patients with CTPA-proven acute PE. RV and LV volumes were segmented on 1-mm contrast-enhanced axial slices and maximal ventricular diameters were derived for RV:LV ratio using automated post-processing software (IMBIO LLC, USA) and compared to manual analysis in two observers, via intraclass coefficient correlation analysis. Each CTPA report was analysed for mention of the RV:LV ratio and compared to the automated RV:LV ratio. Thirty-day all-cause mortality post-CTPA was recorded. RESULTS: Automated RV:LV analysis was feasible in 87% (n = 88). RV:LV ratios ranged from 0.67 to 2.43, with 64% (n = 65) > 1.0. There was very strong agreement between manual and automated RV:LV ratios (ICC = 0.83, 0.77-0.88). The use of automated analysis led to a change in risk stratification in 45% of patients (n = 40). The AUC of the automated measurement for the prediction of all-cause 30-day mortality was 0.77 (95% CI: 0.62-0.99). CONCLUSION: The RV:LV ratio on CTPA can be reliably measured automatically in the majority of real-world cases of acute PE, with perfect reproducibility. The routine use of this automated analysis in clinical practice would add important prognostic information in patients with acute PE. KEY POINTS: • Automated calculation of the right ventricle to left ventricle ratio was feasible in the majority of patients and demonstrated perfect intraobserver variability. • Automated analysis would have added important prognostic information and altered risk stratification in the majority of patients. • The optimal cut-off value for the automated right ventricle to left ventricle ratio was 1.18, with a sensitivity of 100% and specificity of 54% for the prediction of 30-day mortality.


Asunto(s)
Embolia Pulmonar , Disfunción Ventricular Derecha , Enfermedad Aguda , Inteligencia Artificial , Ventrículos Cardíacos/diagnóstico por imagen , Humanos , Embolia Pulmonar/diagnóstico por imagen , Reproducibilidad de los Resultados , Estudios Retrospectivos , Medición de Riesgo , Tomografía Computarizada por Rayos X , Disfunción Ventricular Derecha/diagnóstico por imagen
5.
Proc Natl Acad Sci U S A ; 115(12): 3000-3005, 2018 03 20.
Artículo en Inglés | MEDLINE | ID: mdl-29507250

RESUMEN

Sulfur assimilation is an evolutionarily conserved pathway that plays an essential role in cellular and metabolic processes, including sulfation, amino acid biosynthesis, and organismal development. We report that loss of a key enzymatic component of the pathway, bisphosphate 3'-nucleotidase (Bpnt1), in mice, both whole animal and intestine-specific, leads to iron-deficiency anemia. Analysis of mutant enterocytes demonstrates that modulation of their substrate 3'-phosphoadenosine 5'-phosphate (PAP) influences levels of key iron homeostasis factors involved in dietary iron reduction, import and transport, that in part mimic those reported for the loss of hypoxic-induced transcription factor, HIF-2α. Our studies define a genetic basis for iron-deficiency anemia, a molecular approach for rescuing loss of nucleotidase function, and an unanticipated link between nucleotide hydrolysis in the sulfur assimilation pathway and iron homeostasis.


Asunto(s)
Homeostasis/fisiología , Intestinos/fisiología , Hierro/metabolismo , Azufre/metabolismo , Animales , Regulación Enzimológica de la Expresión Génica , Genotipo , Ratones , Ratones Noqueados , Nucleotidasas
6.
Proc Natl Acad Sci U S A ; 115(22): 5647-5651, 2018 05 29.
Artículo en Inglés | MEDLINE | ID: mdl-29760077

RESUMEN

The conformations adopted by the molecular constituents of a supramolecular assembly influence its large-scale order. At the same time, the interactions made in assemblies by molecules can influence their conformations. Here we study this interplay in extended flat nanosheets made from nonnatural sequence-specific peptoid polymers. Nanosheets exist because individual polymers can be linear and untwisted, by virtue of polymer backbone elements adopting alternating rotational states whose twists oppose and cancel. Using molecular dynamics and quantum mechanical simulations, together with experimental data, we explore the design space of flat nanostructures built from peptoids. We show that several sets of peptoid backbone conformations are consistent with their being linear, but the specific combination observed in experiment is determined by a combination of backbone energetics and the interactions made within the nanosheet. Our results provide a molecular model of the peptoid nanosheet consistent with all available experimental data and show that its structure results from a combination of intra- and intermolecular interactions.


Asunto(s)
Simulación de Dinámica Molecular , Nanoestructuras/química , Nanoestructuras/ultraestructura , Peptoides/química , Materiales Biomiméticos/química , Polímeros , Estructura Secundaria de Proteína
7.
Palliat Med ; 32(5): 908-918, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29393806

RESUMEN

BACKGROUND: Liver disease represents the third commonest cause of death in adults of working age and is associated with an extensive illness burden towards the end of life. Despite this, patients rarely receive palliative care and are unlikely to be involved in advance care planning discussions. Evidence addressing how existing services meet end-of-life needs, and exploring attitudes of patients and carers towards palliative care, is lacking. AIM: To explore the needs of patients and carers with liver disease towards the end of life, evaluate how existing services meet need, and examine patient and carer attitudes towards palliative care. DESIGN: Qualitative study - semi-structured interviews analysed using thematic analysis. Settings/participants: A total of 17 participants (12 patients, 5 bereaved carers) recruited from University Hospitals Bristol. RESULTS: Participants described escalating physical, psychological and social needs as liver disease progressed, including disabling symptoms, emotional distress and uncertainty, addiction, financial hardship and social isolation. End-of-life needs were incompatible with the healthcare services available to address them; these were heavily centred in secondary care, focussed on disease modification at the expense of symptom control and provided limited support after curative options were exhausted. Attitudes towards palliative care were mixed, however, participants valued opportunities to express future care preferences (particularly relating to avoidance of hospital admission towards the end of life) and an increased focus on symptomatic and logistical aspects of care. CONCLUSION: The needs of patients with liver disease and their carers are frequently incompatible with the healthcare services available to them towards the end of life. Novel strategies, which recognise the life-limiting nature of liver disease explicitly and improve coordination with community services, are required if end-of-life care is to improve.


Asunto(s)
Cuidadores/psicología , Hepatopatías/patología , Hepatopatías/psicología , Evaluación de Necesidades , Cuidados Paliativos , Cuidado Terminal , Adulto , Anciano , Aflicción , Femenino , Humanos , Entrevistas como Asunto , Masculino , Persona de Mediana Edad , Investigación Cualitativa
8.
RNA ; 21(9): 1648-59, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-26199454

RESUMEN

Nucleic acids are under constant assault from endogenous and environmental agents that alter their physical and chemical properties. O6-methylation of guanosine (m(6)G) is particularly notable for its high mutagenicity, pairing with T, during DNA replication. Yet, while m(6)G accumulates in both DNA and RNA, little is known about its effects on RNA. Here, we investigate the effects of m(6)G on the decoding process, using a reconstituted bacterial translation system. m(6)G at the first and third position of the codon decreases the accuracy of tRNA selection. The ribosome readily incorporates near-cognate aminoacyl-tRNAs (aa-tRNAs) by forming m(6)G-uridine codon-anticodon pairs. Surprisingly, the introduction of m(6)G to the second position of the codon does not promote miscoding, but instead slows the observed rates of peptide-bond formation by >1000-fold for cognate aa-tRNAs without altering the rates for near-cognate aa-tRNAs. These in vitro observations were recapitulated in eukaryotic extracts and HEK293 cells. Interestingly, the analogous modification N6-methyladenosine (m(6)A) at the second position has only a minimal effect on tRNA selection, suggesting that the effects on tRNA selection seen with m(6)G are due to altered geometry of the base pair. Given that the m6G:U base pair is predicted to be nearly indistinguishable from a Watson-Crick base pair, our data suggest that the decoding center of the ribosome is extremely sensitive to changes at the second position. Our data, apart from highlighting the deleterious effects that these adducts pose to cellular fitness, shed new insight into decoding and the process by which the ribosome recognizes codon-anticodon pairs.


Asunto(s)
Guanosina/análogos & derivados , Aminoacil-ARN de Transferencia/genética , ARN/genética , Ribosomas/química , Ribosomas/metabolismo , Emparejamiento Base , Codón , Guanosina/metabolismo , Células HEK293 , Humanos , Técnicas In Vitro , Modelos Moleculares , Conformación de Ácido Nucleico , ARN/metabolismo , Aminoacil-ARN de Transferencia/metabolismo
9.
J Med Virol ; 89(12): 2158-2164, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-28480974

RESUMEN

Designing services with the capacity and expertise to meet the needs of the chronic hepatitis C (CHC) population in the era of direct acting antivirals (DAAs), and widening access to such treatments, requires detailed understanding of the characteristics and healthcare needs of the existing patient population. In this retrospective analysis of data from the National HCV Research UK Biobank between March 2012 and October 2014, the characteristics of the CHC population currently under specialist care in the UK were evaluated-with specific focus upon use of medications, adverse lifestyle choices, and comorbidities. Demographic data, risk factors for CHC acquisition, HCV genotype, liver disease status, lifestyle factors, comorbidities, and medication classes were collected. Data were analyzed by history of injecting drug use (IDU), age, and severity of liver disease. A total of 6278 patients (70.5% white; median age, 52 years) from 59 UK specialist centres were included; 59.1% of patients had acquired HCV through IDU. The prevalence of adverse lifestyle factors was significantly lower in non-IDU compared with previous IDU or recent IDU patients. Depression was common in the previous (50.8%) and recent IDU (68.1%) groups, compared with 27.6% in non-IDU patients. Cirrhosis was common (23.6%), and prevalence increased with age. We describe a heterogeneous, polymorbid, and aging population of CHC patients in secondary care, and demonstrate underrepresentation of injecting drug users within the current system. The implications of this present significant challenges to physicians and healthcare commissioners in designing services which are fit for purpose inthe DAA era.


Asunto(s)
Antivirales/uso terapéutico , Comorbilidad , Hepatitis C Crónica/tratamiento farmacológico , Hepatitis C Crónica/epidemiología , Abuso de Sustancias por Vía Intravenosa/epidemiología , Adulto , Antivirales/administración & dosificación , Antivirales/efectos adversos , Estudios de Cohortes , Interacciones Farmacológicas , Femenino , Hepatitis C Crónica/complicaciones , Hepatitis C Crónica/virología , Humanos , Estilo de Vida , Hígado/virología , Cirrosis Hepática/complicaciones , Cirrosis Hepática/epidemiología , Cirrosis Hepática/virología , Modelos Logísticos , Masculino , Persona de Mediana Edad , Polifarmacia , Prevalencia , Estudios Retrospectivos , Factores de Riesgo , Especialización , Abuso de Sustancias por Vía Intravenosa/complicaciones , Abuso de Sustancias por Vía Intravenosa/virología , Reino Unido/epidemiología
10.
J Hepatol ; 64(6): 1224-31, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-26829205

RESUMEN

BACKGROUND & AIMS: All oral direct acting antivirals (DAAs) effectively treat chronic hepatitis C virus (HCV) infection, but the benefits in advanced liver disease are unclear. We compared outcomes in treated and untreated patients with decompensated cirrhosis. METHODS: Patients with HCV and decompensated cirrhosis or at risk of irreversible disease were treated in an expanded access programme (EAP) in 2014. Treatment, by clinician choice, was with sofosbuvir, ledipasvir or daclatasvir, with or without ribavirin. For functional outcome comparison, untreated patients with HCV and decompensated cirrhosis who were registered on a database 6months before treatment was available were retrospectively studied. Primary endpoint was sustained virological response 12weeks post antiviral treatment (treated cohort) and the secondary endpoint (both cohorts) was adverse outcomes (worsening in MELD score or serious adverse event) within 6months. RESULTS: 467 patients received treatment (409 decompensated cirrhosis). Viral clearance was achieved in 381 patients (81.6%) - 209 from 231 (90.5%) with genotype 1 and 132 from 192 (68.8%) with genotype 3. MELD scores improved in treated patients (mean change -0.85) but worsened in untreated patients (mean+0.75) (p<0.0001). Patients with initial serum albumin <35g/L, aged >65 or with low (<135mmol/L) baseline serum sodium concentrations were least likely to benefit from therapy. CONCLUSIONS: All oral DAAs effectively cured HCV in patients with advanced liver disease. Viral clearance was associated with improvement in liver function within 6months compared to untreated patients. The longer term impact of HCV treatment in patients with decompensated cirrhosis remains to be determined.


Asunto(s)
Antivirales/uso terapéutico , Hepatitis C Crónica/tratamiento farmacológico , Cirrosis Hepática/tratamiento farmacológico , Adulto , Anciano , Femenino , Hepatitis C Crónica/complicaciones , Hepatitis C Crónica/virología , Humanos , Masculino , Persona de Mediana Edad , Evaluación de Resultado en la Atención de Salud , Estudios Retrospectivos , Sofosbuvir/uso terapéutico , Respuesta Virológica Sostenida
11.
J Hepatol ; 65(4): 741-747, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-27388925

RESUMEN

BACKGROUND & AIMS: Direct-acting antivirals have become widely used for patients with chronic hepatitis C virus infection with decompensated cirrhosis. Virological responses are excellent and early improvements in liver function, at least in a proportion of patients, have been observed but the longer term impact of viral clearance on end-stage liver disease complications is unclear. METHODS: Prospective study of patients with decompensated cirrhosis who received 12weeks of all-oral direct-acting antivirals through the English Expanded Access Programme. Endpoints were deaths, liver transplantation, hepatocellular carcinoma, serious decompensation events, sepsis or hospitalisations, and MELD scores between start of therapy to 15months post-treatment start. An untreated cohort of patients was retrospectively studied over 6months for comparison. RESULTS: Amongst 317/406 patients who achieved sustained virological response at 24weeks post-treatment, there were 9 deaths (3%), 17 new liver cancers (5%), 39 transplantations (12%) and 52 with serious decompensations (16%), over 15months. When compared to the first six months from treatment start and to untreated patients, there was a reduction in incidence of decompensations [30/406 (7%) in months 6-15 and 72/406 (18%) in months 0-6 for treated patients vs. 73/261 (28%) in untreated patients]. There was no significant difference in liver cancer incidence (10/406 (2.5%) in months 6-15 and 17/406 (4%) in months 0-6 for treated patients vs. 11/261 (4%) in untreated patients). CONCLUSIONS: This study suggests that antiviral therapy in patients with decompensated cirrhosis led to prolonged improvement in liver function, with no evidence of paradoxical adverse impact nor increase in liver malignancy. LAY SUMMARY: This is a report of a large group of patients in England who have hepatitis C virus (HCV) infection with advanced liver disease. They have been treated with new anti-HCV drugs, which cured the infection in the majority. This study looks at their outcomes a year following treatment, in terms of deaths, cancers and other complications of advanced liver disease. We conclude that in most patients anti-HCV treatment is beneficial even in advanced liver disease.


Asunto(s)
Hepatitis C Crónica , Antivirales , Carcinoma Hepatocelular , Quimioterapia Combinada , Inglaterra , Humanos , Cirrosis Hepática , Neoplasias Hepáticas , Estudios Prospectivos , Ribavirina , Resultado del Tratamiento
12.
Proc Natl Acad Sci U S A ; 110(13): 5040-5, 2013 Mar 26.
Artículo en Inglés | MEDLINE | ID: mdl-23479625

RESUMEN

Nucleotide hydrolysis is essential for many aspects of cellular function. In the case of 3',5'-bisphosphorylated nucleotides, mammals possess two related 3'-nucleotidases, Golgi-resident 3'-phosphoadenosine 5'-phosphate (PAP) phosphatase (gPAPP) and Bisphosphate 3'-nucleotidase 1 (Bpnt1). gPAPP and Bpnt1 localize to distinct subcellular compartments and are members of a conserved family of metal-dependent lithium-sensitive enzymes. Although recent studies have demonstrated the importance of gPAPP for proper skeletal development in mice and humans, the role of Bpnt1 in mammals remains largely unknown. Here we report that mice deficient for Bpnt1 do not exhibit skeletal defects but instead develop severe liver pathologies, including hypoproteinemia, hepatocellular damage, and in severe cases, frank whole-body edema and death. Accompanying these phenotypes, we observed tissue-specific elevations of the substrate PAP, up to 50-fold in liver, repressed translation, and aberrant nucleolar architecture. Remarkably, the phenotypes of the Bpnt1 knockout are rescued by generating a double mutant mouse deficient for both PAP synthesis and hydrolysis, consistent with a mechanism in which PAP accumulation is toxic to tissue function independent of sulfation. Overall, our study defines a role for Bpnt1 in mammalian physiology and provides mechanistic insights into the importance of sulfur assimilation and cytoplasmic PAP hydrolysis to normal liver function.


Asunto(s)
Hepatocitos/metabolismo , Hígado/metabolismo , Nucleotidasas/metabolismo , Nucleótidos/metabolismo , Hidrolasas Diéster Fosfóricas/metabolismo , Biosíntesis de Proteínas/fisiología , Animales , Aparato de Golgi/genética , Aparato de Golgi/metabolismo , Hepatocitos/citología , Humanos , Hidrólisis , Hígado/citología , Ratones , Ratones Mutantes , Nucleotidasas/genética , Nucleótidos/genética , Hidrolasas Diéster Fosfóricas/genética
13.
Br J Radiol ; 96(1151): 20220853, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37335231

RESUMEN

OBJECTIVE: To assess the diagnostic accuracy and clinical impact of automated artificial intelligence (AI) measurement of thoracic aorta diameter on routine chest CT. METHODS: A single-centre retrospective study involving three cohorts. 210 consecutive ECG-gated CT aorta scans (mean age 75 ± 13) underwent automated analysis (AI-Rad Companion Chest CT, Siemens) and were compared to a reference standard of specialist cardiothoracic radiologists for accuracy measuring aortic diameter. A repeated measures analysis tested reporting consistency in a second cohort (29 patients, mean age 61 ± 17) of immediate sequential pre-contrast and contrast CT aorta acquisitions. Potential clinical impact was assessed in a third cohort of 197 routine CT chests (mean age 66 ± 15) to document potential clinical impact. RESULTS: AI analysis produced a full report in 387/436 (89%) and a partial report in 421/436 (97%). Manual vs AI agreement was good to excellent (ICC 0.76-0.92). Repeated measures analysis of expert and AI reports for the ascending aorta were moderate to good (ICC 0.57-0.88). AI diagnostic performance crossed the threshold for maximally accepted limits of agreement (>5 mm) at the aortic root on ECG-gated CTs. AI newly identified aortic dilatation in 27% of patients on routine thoracic imaging with a specificity of 99% and sensitivity of 77%. CONCLUSION: AI has good agreement with expert readers at the mid-ascending aorta and has high specificity, but low sensitivity, at detecting dilated aortas on non-dedicated chest CTs. ADVANCES IN KNOWLEDGE: An AI tool may improve the detection of previously unknown thoracic aorta dilatation on chest CTs vs current routine reporting.


Asunto(s)
Aorta Torácica , Enfermedades de la Aorta , Humanos , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , Adulto , Aorta Torácica/diagnóstico por imagen , Inteligencia Artificial , Estudios Retrospectivos , Tomografía Computarizada por Rayos X/métodos , Aorta , Enfermedades de la Aorta/diagnóstico por imagen
14.
Br J Radiol ; 95(1138): 20210852, 2022 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-35286140

RESUMEN

OBJECTIVES: To assess the diagnostic accuracy of an automated algorithm to detect left ventricular (LV) dilatation on non-ECG gated CT, using cardiac magnetic resonance (CMR) as reference standard. METHODS: Consecutive patients with contrast-enhanced CT thorax and CMR within 31 days (2016-2020) were analysed (n = 84). LV dilatation was defined against age-, sex- and body surface area-specific values for CMR. CTs underwent automated artificial intelligence(AI)-derived analysis that segmented ventricular chambers, presenting maximal LV diameter and volume. Area under the receiver operator curve (AUC-ROC) analysis identified CT thresholds with ≥90% sensitivity and highest specificity and ≥90% specificity with highest sensitivity. Youden's Index was used to identify thresholds with optimised sensitivity and specificity. RESULTS: Automated diameter analysis was feasible in 92% of cases (77/84; 45 men, age 61 ± 14 years, mean CT to CMR interval 10 ± 8 days). Relative to CMR as a reference standard, 45% had LV dilatation. In males, an automated LV diameter measurement of ≥55.5 mm was ≥90% specific for CMR-defined LV dilatation (positive predictive value (PPV) 85.7%, negative predictive value (NPV) 61.2%, accuracy 68.9%). In females, an LV diameter of ≥49.7 mm was ≥90% specific for CMR-defined LV dilatation (PPV 66.7%, NPV 73.1%, accuracy 71.9%). AI CT volumetry data did not significantly improve AUC performance. CONCLUSION: Fully automated AI-derived analysis LV dilatation on routine unselected non-gated contrast-enhanced CT thorax studies is feasible. We have defined thresholds for the detection of LV dilatation on CT relative to CMR, which could be used to routinely screen for dilated cardiomyopathy at the time of CT. ADVANCES IN KNOWLEDGE: We show, for the first time, that a fully-automated AI-derived analysis of maximal LV chamber axial diameter on non-ECG-gated thoracic CT is feasible in unselected real-world cases and that the derived measures can predict LV dilatation relative to cardiac magnetic resonance imaging, the non-invasive reference standard for determining cardiac chamber size. We have derived sex-specific cut-off values to screen for LV dilatation on routine contrast-enhanced thoracic CT. Future work should validate these thresholds and determine if technology can alter clinical outcomes in a cost-effective manner.


Asunto(s)
Inteligencia Artificial , Imagen por Resonancia Magnética , Anciano , Computadores , Dilatación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Volumen Sistólico , Tomografía Computarizada por Rayos X/métodos
15.
BJR Open ; 4(1): 20210056, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36105418

RESUMEN

Objective: Imaged scan length (z-axis coverage) is a simple parameter that can reduce CT dose without compromising image quality. In CT coronary angiography (CTCA), z-axis coverage may be planned using non-contrast calcium score scan (CaCS) to identify the relevant coronary anatomy. However, standardised Agatston CaCS is acquired at 120 kV which adds a relatively high contribution to total study dose and CaCS is no longer routinely recommended in UK guidelines. We evaluate an ultra-low dose unenhanced planning scan on CTCA scan length and effective radiation dose. Methods: An ultra-low dose tin filter (Sn-filter) planning scan (100 kVp, maximum iterative reconstruction) was performed and used to plan the z-axis coverage on 48 consecutive CTCAs (62% men, 62 ± 13 years) compared with 47 CTCA planned using a localiser alone (46% men, 59 ± 12 years) between May and June 2019. Excess scanning beyond the ideal scan length was calculated for both groups. Estimations of radiation dose were also compared between the two groups. Results: Addition of an ultra-low dose unenhanced planning scan to CTCA protocol was associated with reduction in overscanning with no impact on image quality. There was no significant difference in total study effective dose with the addition of the planning scan, which had an average dose-length product of 3 mGy.cm. (total study dose: Protocol A 2.1 mSv vs Protocol B 2.2 mSv, p = 0.92). Conclusion: An ultra-low dose unenhanced planning scan facilitates optimal scan length for the diagnostic CTCA, reducing overscanning and preventing incomplete cardiac imaging with no significant dose penalty or impact on image quality. Advances in knowledge: An ultra-low dose CTCA planning is feasible and effective at optimising scan length.

16.
Lancet Digit Health ; 4(10): e705-e716, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36038496

RESUMEN

BACKGROUND: Direct evaluation of vascular inflammation in patients with COVID-19 would facilitate more efficient trials of new treatments and identify patients at risk of long-term complications who might respond to treatment. We aimed to develop a novel artificial intelligence (AI)-assisted image analysis platform that quantifies cytokine-driven vascular inflammation from routine CT angiograms, and sought to validate its prognostic value in COVID-19. METHODS: For this prospective outcomes validation study, we developed a radiotranscriptomic platform that uses RNA sequencing data from human internal mammary artery biopsies to develop novel radiomic signatures of vascular inflammation from CT angiography images. We then used this platform to train a radiotranscriptomic signature (C19-RS), derived from the perivascular space around the aorta and the internal mammary artery, to best describe cytokine-driven vascular inflammation. The prognostic value of C19-RS was validated externally in 435 patients (331 from study arm 3 and 104 from study arm 4) admitted to hospital with or without COVID-19, undergoing clinically indicated pulmonary CT angiography, in three UK National Health Service (NHS) trusts (Oxford, Leicester, and Bath). We evaluated the diagnostic and prognostic value of C19-RS for death in hospital due to COVID-19, did sensitivity analyses based on dexamethasone treatment, and investigated the correlation of C19-RS with systemic transcriptomic changes. FINDINGS: Patients with COVID-19 had higher C19-RS than those without (adjusted odds ratio [OR] 2·97 [95% CI 1·43-6·27], p=0·0038), and those infected with the B.1.1.7 (alpha) SARS-CoV-2 variant had higher C19-RS values than those infected with the wild-type SARS-CoV-2 variant (adjusted OR 1·89 [95% CI 1·17-3·20] per SD, p=0·012). C19-RS had prognostic value for in-hospital mortality in COVID-19 in two testing cohorts (high [≥6·99] vs low [<6·99] C19-RS; hazard ratio [HR] 3·31 [95% CI 1·49-7·33], p=0·0033; and 2·58 [1·10-6·05], p=0·028), adjusted for clinical factors, biochemical biomarkers of inflammation and myocardial injury, and technical parameters. The adjusted HR for in-hospital mortality was 8·24 (95% CI 2·16-31·36, p=0·0019) in patients who received no dexamethasone treatment, but 2·27 (0·69-7·55, p=0·18) in those who received dexamethasone after the scan, suggesting that vascular inflammation might have been a therapeutic target of dexamethasone in COVID-19. Finally, C19-RS was strongly associated (r=0·61, p=0·00031) with a whole blood transcriptional module representing dysregulation of coagulation and platelet aggregation pathways. INTERPRETATION: Radiotranscriptomic analysis of CT angiography scans introduces a potentially powerful new platform for the development of non-invasive imaging biomarkers. Application of this platform in routine CT pulmonary angiography scans done in patients with COVID-19 produced the radiotranscriptomic signature C19-RS, a marker of cytokine-driven inflammation driving systemic activation of coagulation and responsible for adverse clinical outcomes, which predicts in-hospital mortality and might allow targeted therapy. FUNDING: Engineering and Physical Sciences Research Council, British Heart Foundation, Oxford BHF Centre of Research Excellence, Innovate UK, NIHR Oxford Biomedical Research Centre, Wellcome Trust, Onassis Foundation.


Asunto(s)
COVID-19 , SARS-CoV-2 , Angiografía , Inteligencia Artificial , COVID-19/diagnóstico por imagen , Citocinas , Humanos , Inflamación/diagnóstico por imagen , Estudios Prospectivos , Medicina Estatal , Tomografía Computarizada por Rayos X
17.
Br J Radiol ; 94(1117): 20200830, 2021 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-32915646

RESUMEN

Computed tomography (CT) is a valuable tool in the workup of patients under investigation for pulmonary hypertension (PH) and may be the first test to suggest the diagnosis. CT parenchymal lung changes can help to differentiate the aetiology of PH. CT can demonstrate interstitial lung disease, emphysema associated with chronic obstructive pulmonary disease, features of left heart failure (including interstitial oedema), and changes secondary to miscellaneous conditions such as sarcoidosis. CT also demonstrates parenchymal changes secondary to chronic thromboembolic disease and venous diseases such as pulmonary venous occlusive disease (PVOD) and pulmonary capillary haemangiomatosis (PCH). It is important for the radiologist to be aware of the various manifestations of PH in the lung, to help facilitate an accurate and timely diagnosis. This pictorial review illustrates the parenchymal lung changes that can be seen in the various conditions causing PH.


Asunto(s)
Hipertensión Pulmonar/diagnóstico por imagen , Tomografía Computarizada por Rayos X/métodos , Humanos , Pulmón/diagnóstico por imagen
18.
Adv Biol Regul ; 76: 100694, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32019729

RESUMEN

Sulfur assimilation is an essential metabolic pathway that regulates sulfation, amino acid metabolism, nucleotide hydrolysis, and organismal homeostasis. We recently reported that mice lacking bisphosphate 3'-nucleotidase (BPNT1), a key regulator of sulfur assimilation, develop iron-deficiency anemia (IDA) and anasarca. Here we demonstrate two approaches that successfully reduce metabolic toxicity caused by loss of BPNT1: 1) dietary methionine restriction and 2) overproduction of a key transcriptional regulator hypoxia inducible factor 2α (Hif-2a). Reduction of methionine in the diet reverses IDA in mice lacking BPNT1, through a mechanism of downregulation of sulfur assimilation metabolic toxicity. Gaining Hif-2a acts through a different mechanism by restoring iron homeostatic gene expression in BPNT1 deficient mouse intestinal organoids. Finally, as loss of BPNT1 impairs expression of known genetic modifiers of iron-overload, we demonstrate that intestinal-epithelium specific loss of BPNT1 attenuates hepatic iron accumulation in mice with homozygous C282Y mutations in homeostatic iron regulator (HFEC282Y), the most common cause of hemochromatosis in humans. Overall, our study uncovers genetic and dietary strategies to overcome anemia caused by defects in sulfur assimilation and identifies BPNT1 as a potential target for the treatment of hemochromatosis.


Asunto(s)
Anemia Ferropénica/genética , Proteína de la Hemocromatosis/genética , Hemocromatosis/genética , Hierro/metabolismo , Nucleotidasas/genética , Azufre/metabolismo , Anemia Ferropénica/metabolismo , Anemia Ferropénica/patología , Anemia Ferropénica/prevención & control , Animales , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/genética , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Dieta , Modelos Animales de Enfermedad , Femenino , Regulación de la Expresión Génica , Hemocromatosis/metabolismo , Hemocromatosis/patología , Hemocromatosis/prevención & control , Proteína de la Hemocromatosis/metabolismo , Homeostasis/genética , Homocigoto , Humanos , Mucosa Intestinal/metabolismo , Mucosa Intestinal/patología , Hígado/metabolismo , Hígado/patología , Masculino , Metionina/administración & dosificación , Metionina/deficiencia , Ratones , Ratones Noqueados , Mutación , Nucleotidasas/metabolismo , Organoides/metabolismo , Organoides/patología , Transducción de Señal
19.
Nanoscale ; 10(3): 1508-1516, 2018 Jan 18.
Artículo en Inglés | MEDLINE | ID: mdl-29303206

RESUMEN

Dipeptide derivative molecules can self-assemble into space-filling nanofiber networks at low volume fractions (<1%), allowing the formation of molecular gels with tunable mechanical properties. The self-assembly of dipeptide-based molecules is reminiscent of pathological amyloid fibril formation by naturally occurring polypeptides. Fluorenylmethoxycarbonyl-diphenylalanine (Fmoc-FF) is the most widely studied such molecule, but the thermodynamic and kinetic phenomena giving rise to Fmoc-FF gel formation remain poorly understood. We have previously presented evidence that the gelation process is a first order phase transition characterized by low energy barriers to nucleation, short induction times, and rapid quasi-one-dimensional crystal growth, stemming from solvent-solute interactions and highly specific molecular packing. Here, we discuss the phase behavior of Fmoc-FF in different solvents. We find that Fmoc-FF gel formation can be induced in apolar solvents, in addition to previously established pathways in aqueous systems. We further show that in certain solvent systems anisotropic crystals (nanofibers) are an initial metastable state, after which macroscopic crystal aggregates with no preferred axis of growth are formed. The molecular conformation is sensitive to solvent composition during assembly, indicating that Fmoc-FF may be a simple model system to study complex thermodynamic and kinetic phenomena involved in peptide self-assembly.

20.
Methods Mol Biol ; 1777: 23-68, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29744827

RESUMEN

For the structural characterization methods discussed here, information on molecular conformation and intermolecular organization within nanostructured peptide assemblies is discerned through analysis of solid-state NMR spectral features. This chapter reviews general NMR methodologies, requirements for sample preparation, and specific descriptions of key experiments. An attempt is made to explain choices of solid-state NMR experiments and interpretation of results in a way that is approachable to a nonspecialist. Measurements are designed to determine precise NMR peak positions and line widths, which are correlated with secondary structures, and probe nuclear spin-spin interactions that report on three-dimensional organization of atoms. The formulation of molecular structural models requires rationalization of data sets obtained from multiple NMR experiments on samples with carefully chosen 13C and 15N isotopic labels. The information content of solid-state NMR data has been illustrated mostly through the use of simulated data sets and references to recent structural work on amyloid fibril-forming peptides and designer self-assembling peptides.


Asunto(s)
Espectroscopía de Resonancia Magnética , Estructura Molecular , Péptidos/química , Espectroscopía de Resonancia Magnética con Carbono-13 , Marcaje Isotópico , Nanofibras/química , Isótopos de Nitrógeno
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