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1.
Radiol Med ; 129(5): 712-726, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38538828

RESUMO

Treatment response assessment of rectal cancer patients is a critical component of personalized cancer care and it allows to identify suitable candidates for organ-preserving strategies. This pilot study employed a novel multi-omics approach combining MRI-based radiomic features and untargeted metabolomics to infer treatment response at staging. The metabolic signature highlighted how tumor cell viability is predictively down-regulated, while the response to oxidative stress was up-regulated in responder patients, showing significantly reduced oxoproline values at baseline compared to non-responder patients (p-value < 10-4). Tumors with a high degree of texture homogeneity, as assessed by radiomics, were more likely to achieve a major pathological response (p-value < 10-3). A machine learning classifier was implemented to summarize the multi-omics information and discriminate responders and non-responders. Combining all available radiomic and metabolomic features, the classifier delivered an AUC of 0.864 (± 0.083, p-value < 10-3) with a best-point sensitivity of 90.9% and a specificity of 81.8%. Our results suggest that a multi-omics approach, integrating radiomics and metabolomic data, can enhance the predictive value of standard MRI and could help to avoid unnecessary surgical treatments and their associated long-term complications.


Assuntos
Imageamento por Ressonância Magnética , Metabolômica , Estadiamento de Neoplasias , Neoplasias Retais , Humanos , Projetos Piloto , Neoplasias Retais/diagnóstico por imagem , Neoplasias Retais/patologia , Neoplasias Retais/terapia , Masculino , Feminino , Pessoa de Meia-Idade , Imageamento por Ressonância Magnética/métodos , Idoso , Resultado do Tratamento , Aprendizado de Máquina , Valor Preditivo dos Testes , Sensibilidade e Especificidade , Adulto , Multiômica
2.
Aging Clin Exp Res ; 31(4): 469-474, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30054893

RESUMO

INTRODUCTION: The detection of paroxysmal atrial fibrillation (PAF) is crucial in the etiological study of an acute ischemic stroke (AIS), although this type of arrhythmia is often under-diagnosed. This prospective study aims to (1) evaluate the new-onset PAF detection rate among elderly patients with AIS in an acute setting, and (2) to assess the applicability of the STAF score (Score for the Targeting of Atrial Fibrillation) for such patients. METHODOLOGY: An observational and prospective study was performed over a period of 11 months. Patients with acute ischemic stroke who had been admitted to the stroke unit were included. Exclusion criteria included prior AF, AF readings on ECG during admission, or stroke mimic. The patients were monitored with a bedside ECG monitor throughout the first 48 h, then simultaneously with an extended Holter recorder for a maximum of 6 days. The occurrence and duration of PAF events was evaluated. The STAF risk score for PAF was calculated and compared to the detection rate of PAF for each patient. RESULTS: The sample population consisted of 67 patients, whose median age was 76 years (IQR 71-84) and who were 57% males. The median duration of Holter recording was 3.5 days per patient (IQR 2-5). We detected new PAF cases in 16% of patients, and a total of 31% had supraventricular arrhythmia episodes lasting 10 s or longer. Among the patients in which this arrhythmia was detected, 10% had it detected by the bedside ECG monitor in the first 48 h. The median risk score was 5 (IQR 4-6). There was no association between the risk score used and PAF. CONCLUSION: In elderly patients with AIS, the use of an extended Holter recorder led to the detection of more cases of PAF, offering them the chance to initiate hypocoagulant therapy. Among this population, the STAF score was non-discriminative and did not prove useful in predicting PAF.


Assuntos
Fibrilação Atrial/complicações , Fibrilação Atrial/diagnóstico , Isquemia Encefálica/complicações , Eletrocardiografia Ambulatorial/métodos , Acidente Vascular Cerebral/complicações , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Estudos Prospectivos
3.
Aging Clin Exp Res ; 27(3): 323-8, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25365951

RESUMO

PURPOSE: To determine the most valuable comorbidity index to apply in a clinical context and its prospective association with 1-year mortality and 3-month readmission. The authors also intend to gauge the evolution of older patients' admission profile over 13 years, in the same clinical setting. SUBJECTS/MATERIALS AND METHODS: The authors analyzed data from 100 consecutive patients admitted in 2012. The Charlson Comorbidity Index (CCI), the Cumulative Illness Rating Scale for Geriatrics (CIRS-G) and the Medication-Based Disease Burden Index (MDBI) were used to evaluate comorbidity. Length of stay, number of diagnoses and of medications, readmission and mortality were assessed. A p value <0.05 was considered significant. RESULTS: Mean age was 80.6 years, mean length of stay was 8.8 days, and mean number of diagnosis per patient was 7.9. Mean values of score were of 3.6 for the CCI, 11.3 for the CIRS-G and 0.552 for the MDBI. Three-month readmission and 1-year mortality rates related to higher CCI and CIRS-G scores. No association was found between MDBI and the outcomes evaluated. One-year mortality reached 24 % and 3-month readmission was of 43 %. Comparing the two samples, mean age increased in 2.1 years and the number of diagnosis by 2.2. Length of stay decreased 2 days. DISCUSSION AND CONCLUSION: CCI was easier to use but the CIRS-G was better at evaluating comorbidity. MDBI did not seem to be a trustworthy tool. Despite an older population with high comorbidity, length of stay decreased over 13 years. However, readmission was high. Introduction of geriatric care standards is required to improve health outcomes for older patients.


Assuntos
Comorbidade , Efeitos Psicossociais da Doença , Avaliação Geriátrica , Idoso , Idoso de 80 Anos ou mais , Feminino , Hospitalização , Hospitais Universitários , Humanos , Tempo de Internação , Masculino , Estudos Prospectivos
4.
Cureus ; 15(5): e39541, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-37366459

RESUMO

Primary central nervous system vasculitis (PCNSV) is a rare cause of ischemic stroke and is considered idiopathic in most cases. PCNSV can present with a wide variety of neurological manifestations and should be considered in the differential diagnosis of ischemic stroke, particularly if the neurological deficit cannot be explained by the affected vascular area or when it is multifocal. The diagnosis of PCNSV is relevant because the required therapy differs from the treatments commonly used for frequent ischemic strokes. We report the case of a 64-year-old woman admitted for an ischemic stroke with a right frontal cortico-subcortical ischemic lesion. The etiological investigation documented multiple intracranial arterial stenoses. Secondary causes of central nervous system vasculitis were excluded. The patient refused a brain biopsy, and corticosteroid therapy was initiated due to high suspicion of PCNSV, supported by findings from transcranial Doppler ultrasound and brain magnetic resonance angiography. The patient had a positive clinical outcome and did not have any recurrences while under therapy. This case raises awareness of the importance of considering PCNSV in the differential diagnosis of ischemic stroke. It emphasizes the importance of promptly initiating therapy to minimize PCNSV-associated complications.

5.
Am J Case Rep ; 16: 220-3, 2015 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-25865898

RESUMO

BACKGROUND: Diplopia is a symptom with very different etiologies. It may be caused by pathology in the eye, orbit, extraocular muscles, neuromuscular junction, or in the central nervous system. CASE REPORT: Three clinical cases of hospitalization due to isolated diplopia are presented here, illustrating different etiologies. CONCLUSIONS: The present article aims to address the differential diagnosis of this clinical condition and to warn of less frequent causes of diplopia, such as adverse effects of commonly used drugs.


Assuntos
Isquemia Encefálica/complicações , Diplopia/diagnóstico , Neoplasias Meníngeas/complicações , Meningioma/complicações , Piridinas/efeitos adversos , Visão Binocular/fisiologia , Adulto , Idoso , Isquemia Encefálica/diagnóstico , Diagnóstico Diferencial , Diplopia/etiologia , Diplopia/fisiopatologia , Feminino , Humanos , Hipnóticos e Sedativos/efeitos adversos , Imageamento por Ressonância Magnética , Masculino , Neoplasias Meníngeas/diagnóstico , Meningioma/diagnóstico , Músculos Oculomotores , Tomografia Computadorizada por Raios X , Zolpidem
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