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1.
Eur Radiol ; 2024 Jan 15.
Article in English | MEDLINE | ID: mdl-38221582

ABSTRACT

OBJECTIVES: The main factors associated with coronavirus disease-19 (COVID-19) mortality are age, comorbidities, pattern of inflammatory response, and SARS-CoV-2 lineage involved in infection. However, the clinical course of the disease is extremely heterogeneous, and reliable biomarkers predicting adverse prognosis are lacking. Our aim was to elucidate the prognostic role of a novel marker of coronary artery disease inflammation, peri-coronary adipose tissue attenuation (PCAT), available from high-resolution chest computed tomography (HRCT) in COVID-19 patients with severe disease requiring hospitalization. METHODS: Two distinct groups of patients were admitted to Parma University Hospital in Italy with COVID-19 in March 2020 and March 2021 (first- and third-wave peaks of the COVID-19 pandemic in Italy, with the prevalence of wild-type and B.1.1.7 SARS-CoV-2 lineage, respectively) were retrospectively enrolled. The primary endpoint was in-hospital mortality. Demographic, clinical, laboratory, HRCT data, and coronary artery HRCT features (coronary calcium score and PCAT attenuation) were collected to show which variables were associated with mortality. RESULTS: Among the 769 patients enrolled, 555 (72%) were discharged alive, and 214 (28%) died. In multivariable logistic regression analysis age (p < 0.001), number of chronic illnesses (p < 0.001), smoking habit (p = 0.006), P/F ratio (p = 0.001), platelet count (p = 0.002), blood creatinine (p < 0.001), non-invasive mechanical ventilation (p < 0.001), HRCT visual score (p < 0.001), and PCAT (p < 0.001), but not the calcium score, were independently associated with in-hospital mortality. CONCLUSION: Coronary inflammation, measured with PCAT on non-triggered HRCT, appeared to be independently associated with higher mortality in patients with severe COVID-19, while the pre-existent coronary atherosclerotic burden was not associated with adverse outcomes after adjustment for covariates. CLINICAL RELEVANCE STATEMENT: The current study demonstrates that a relatively simple measurement, peri-coronary adipose tissue attenuation (PCAT), available ex-post from standard high-resolution computed tomography, is strongly and independently associated with in-hospital mortality. KEY POINTS: • Coronary inflammation can be measured by the attenuation of peri-coronary adipose tissue (PCAT) on high-resolution CT (HRCT) without contrast media. • PCAT is strongly and independently associated with in-hospital mortality in SARS-CoV-2 patients. • PCAT might be considered an independent prognostic marker in COVID-19 patients if confirmed in other studies.

2.
Sensors (Basel) ; 23(4)2023 Feb 07.
Article in English | MEDLINE | ID: mdl-36850475

ABSTRACT

Amputation has a big impact on the functioning of patients, with negative effects on locomotion and dexterity. In this context, inertial measurement units represent a useful tool in clinical practice for motion analysis, and in the development of personalized aids to improve a patient's function. To date, there is still a gap of knowledge in the scientific literature on the application of inertial sensors in amputee patients. Thus, the aim of this narrative review was to collect the current knowledge on this topic and stimulate the publication of further research. Pubmed, Embase, Scopus, and Cochrane Library publications were screened until November 2022 to identify eligible studies. Out of 444 results, we selected 26 articles focused on movement analysis, risk of falls, energy expenditure, and the development of sensor-integrated prostheses. The results showed that the use of inertial sensors has the potential to improve the quality of life of patients with prostheses, increasing patient safety through the detection of gait alteration; enhancing the socio-occupational reintegration through the development of highly technologic and personalized prosthesis; and by monitoring the patients during daily life to plan a tailored rehabilitation program.


Subject(s)
Amputees , Humans , Quality of Life , Gait , Amputation, Surgical , Locomotion
3.
Sensors (Basel) ; 23(3)2023 Feb 03.
Article in English | MEDLINE | ID: mdl-36772757

ABSTRACT

In recent years, next to conventional rehabilitation's techniques, new technologies have been applied in stroke rehabilitation. In this context, fully immersive virtual reality (FIVR) has showed interesting results thanks to the level of immersion of the subject in the illusional world, with the feeling of being a real part of the virtual environment. This study aims to investigate the efficacy of FIVR in stroke rehabilitation. PubMed, Web of Science and Scopus were screened up to November 2022 to identify eligible randomized controlled trials (RCTs). Out of 4623, we included 12 RCTs involving post-acute and chronic stroke survivors, with a total of 350 patients (234 men and 115 women; mean age 58.36 years). High heterogeneity of the outcomes considered, the results showed that FIVR provides additional benefits, in comparison with standard rehabilitation. In particular, results showed an improvement in upper limb dexterity, gait performance and dynamic balance, influencing patient independence. Therefore, FIVR represents an adaptable, multi-faceted rehabilitation tool that can be considered in post-stroke rehabilitation, improving the compliance of the patients to the treatment and increasing the level of functioning and quality of life of stroke survivors.


Subject(s)
Stroke Rehabilitation , Stroke , Virtual Reality , Male , Female , Humans , Middle Aged , Stroke Rehabilitation/methods , Stroke/therapy , Activities of Daily Living , Gait
4.
Europace ; 23(7): 1072-1083, 2021 07 18.
Article in English | MEDLINE | ID: mdl-33792661

ABSTRACT

AIMS: The aim of this registry was to evaluate the additional prognostic value of a composite cardiac magnetic resonance (CMR)-based risk score over standard-of-care (SOC) evaluation in a large cohort of consecutive unselected non-ischaemic cardiomyopathy (NICM) patients. METHODS AND RESULTS: In the DERIVATE registry (www.clinicaltrials.gov/registration: RCT#NCT03352648), 1000 (derivation cohort) and 508 (validation cohort) NICM patients with chronic heart failure (HF) and left ventricular ejection fraction <50% were included. All-cause mortality and major adverse arrhythmic cardiac events (MAACE) were the primary and secondary endpoints, respectively. During a median follow-up of 959 days, all-cause mortality and MAACE occurred in 72 (7%) and 93 (9%) patients, respectively. Age and >3 segments with midwall fibrosis on late gadolinium enhancement (LGE) were the only independent predictors of all-cause mortality (HR: 1.036, 95% CI: 1.0117-1.056, P < 0.001 and HR: 2.077, 95% CI: 1.211-3.562, P = 0.008, respectively). For MAACE, the independent predictors were male gender, left ventricular end-diastolic volume index by CMR (CMR-LVEDVi), and >3 segments with midwall fibrosis on LGE (HR: 2.131, 95% CI: 1.231-3.690, P = 0.007; HR: 3.161, 95% CI: 1.750-5.709, P < 0.001; and HR: 1.693, 95% CI: 1.084-2.644, P = 0.021, respectively). A composite clinical and CMR-based risk score provided a net reclassification improvement of 63.7% (P < 0.001) for MAACE occurrence when added to the model based on SOC evaluation. These findings were confirmed in the validation cohort. CONCLUSION: In a large multicentre, multivendor cohort registry reflecting daily clinical practice in NICM work-up, a composite clinical and CMR-based risk score provides incremental prognostic value beyond SOC evaluation, which may have impact on the indication of implantable cardioverter-defibrillator implantation.


Subject(s)
Cardiomyopathy, Dilated , Defibrillators, Implantable , Cardiomyopathy, Dilated/diagnostic imaging , Cardiomyopathy, Dilated/therapy , Contrast Media , Female , Gadolinium , Humans , Magnetic Resonance Imaging, Cine , Magnetic Resonance Spectroscopy , Male , Predictive Value of Tests , Prognosis , Registries , Stroke Volume , Ventricular Function, Left
5.
Curr Treat Options Oncol ; 22(4): 29, 2021 02 27.
Article in English | MEDLINE | ID: mdl-33641005

ABSTRACT

OPINION STATEMENT: The clinical scenario of gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs) is continuously changing due to significant improvements in the definition of their molecular landscapes and the introduction of innovative therapeutic approaches. Many efforts are currently employed in the integration of the genetics/epigenetics and clinical information. This is leading to an improvement of tumor classification, prognostic stratification and ameliorating the management of patients based on a personalized approach.


Subject(s)
Gastrointestinal Neoplasms/therapy , Neuroendocrine Tumors/therapy , Precision Medicine , Biomarkers, Tumor , Clinical Decision-Making , Combined Modality Therapy , Diagnostic Imaging/methods , Disease Management , Disease Susceptibility , Gastrointestinal Neoplasms/diagnosis , Gastrointestinal Neoplasms/etiology , Gastrointestinal Neoplasms/mortality , Humans , Multimodal Imaging/methods , Neuroendocrine Tumors/diagnosis , Neuroendocrine Tumors/etiology , Neuroendocrine Tumors/mortality , Precision Medicine/methods , Prognosis , Treatment Outcome
6.
MAGMA ; 32(2): 187-195, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30460430

ABSTRACT

OBJECTIVE: The aim of this paper is to investigate the use of fully convolutional neural networks (FCNNs) to segment scar tissue in the left ventricle from cardiac magnetic resonance with late gadolinium enhancement (CMR-LGE) images. METHODS: A successful FCNN in the literature (the ENet) was modified and trained to provide scar-tissue segmentation. Two segmentation protocols (Protocol 1 and Protocol 2) were investigated, the latter limiting the scar-segmentation search area to the left ventricular myocardial tissue region. CMR-LGE from 30 patients with ischemic-heart disease were retrospectively analyzed, for a total of 250 images, presenting high variability in terms of scar dimension and location. Segmentation results were assessed against manual scar-tissue tracing using one-patient-out cross validation. RESULTS: Protocol 2 outperformed Protocol 1 significantly (p value < 0.05), with median sensitivity and Dice similarity coefficient equal to 88.07% [inter-quartile range (IQR) 18.84%] and 71.25% (IQR 31.82%), respectively. DISCUSSION: Both segmentation protocols were able to detect scar tissues in the CMR-LGE images but higher performance was achieved when limiting the search area to the myocardial region. The findings of this paper represent an encouraging starting point for the use of FCNNs for the segmentation of nonviable scar tissue from CMR-LGE images.


Subject(s)
Cicatrix/diagnostic imaging , Deep Learning , Heart Ventricles/diagnostic imaging , Magnetic Resonance Imaging/methods , Myocardial Ischemia/diagnostic imaging , Contrast Media , Female , Gadolinium , Humans , Image Enhancement/methods , Magnetic Resonance Imaging/statistics & numerical data , Male , Neural Networks, Computer , Retrospective Studies
7.
Pituitary ; 21(6): 653-662, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30225826

ABSTRACT

OBJECTIVE: Multiple studies investigated preclinical markers of peripheral vascular damage in acromegaly (ACRO) reporting discordant results. The aim of this study was to run a meta-analysis to examine whether intima media thickness (IMT), flow mediated dilation (FMD) and arterial pulse wave velocity (PWV) are affected in acromegalic patients and to assess the impact of effective treatment of growth hormone excess on these outcomes. STUDY SELECTION: Twenty-seven studies comparing ACRO vs control (CON) populations and active (ACT) vs inactive (INACT) ACRO were included in the meta-analysis. DATA SYNTHESIS: ACRO compared to CON have higher IMT (ES = 0.83, 95% C.I. 0.35-1.30), p = 0.001, impaired FMD (ES = - 1.59, 95% C.I. - 2.33 to - 0.85, p < 0.0001) and higher PWV (ES = 0.76 95% C.I. 0.37-1.16, p = 0.0001). When patients with ACT vs INACT disease were considered IMT was higher (ES = 0.43, 95% C.I. 0.02-0.84, p = 0.041) and FMD was impaired (ES = - 0.66, 95% C.I. - 1.28 to 0.04, p = 0.038) in ACT patients. Meta-regression analysis of studies comparing IMT in ACT vs INACT acromegalic patients showed a significant and inverse association between the effect size and the percent of hypertensive (p = 0.025) and diabetic (p = 0.041) patients. CONCLUSIONS: IMT, FMD and arterial stiffness are impaired in acromegaly showing that these patients may be at increased risk of atherosclerosis. In patients with active disease these preclinical markers of atherosclerosis are worse compared to patients with inactive disease but the role of diabetes and hypertension is prevailing on growth hormone excess.


Subject(s)
Acromegaly/metabolism , Atherosclerosis/metabolism , Biomarkers/metabolism , Humans
8.
J Neuroradiol ; 45(5): 323-328, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29505842

ABSTRACT

BACKGROUND: Radiation therapy (RT) effectiveness on hormonal reduction is proven in acromegaly; however, collateral long-term effects are still undetermined. This transversal neuroimaging study on a large cohort of acromegalic patients aimed to investigate the rate of parenchymal and vascular changes after RT. MATERIALS AND METHODS: Thirty-six acromegalic patients underwent RT (RT+) after unsuccessful surgery and were compared to RT- acromegalic patients matched for age, gender, adenoma features, clinical and surgical history. All patients underwent magnetic resonance angiography (MRA) to investigate intracranial artery abnormalities and FLAIR sequence to assess white matter changes according to the Wahlund scale. RESULTS: RT+ acromegalic patients had a higher rate of controlled disease (29/36 vs. 12/36, P<0.001). RT+ acromegalic patients had MRI/MRA evaluation 15.3±9.6 years after RT. RT+ acromegalic patients had a significantly higher Wahlund score than RT- acromegalic patients (6.03±6.41 vs. 2.53±3.66, P=0.006) due to increased white matter signal abnormalities at the level of the temporal lobes, the basal ganglia (insula) and the infratentorial regions, bilaterally. Among RT+ patients one died because of temporo-polar anaplastic astrocytoma, one suffered from a stroke due to right internal carotid artery occlusion, one presented with cystic degeneration of the temporal poles. Long-dated RT (>10 years before MR evaluation) was associated with a higher rate of RT-related white matter changes (P=0.0004). CONCLUSIONS: RT seems to have created a cohort of patients with brain parenchymal changes whose clinical and cognitive impact is still unknown. These patients might require a prolonged MRI and MRA follow-up to promptly detect delayed RT-related complications and minimize their clinical consequences.


Subject(s)
Acromegaly/diagnostic imaging , Acromegaly/radiotherapy , Brain/pathology , Brain/radiation effects , Magnetic Resonance Angiography/methods , Adult , Aged , Aged, 80 and over , Biomarkers/blood , Female , Growth Hormone/blood , Humans , Male , Middle Aged , Radiosurgery/methods , Treatment Outcome
9.
J Cell Physiol ; 230(12): 2905-14, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25684344

ABSTRACT

The endocannabinoid system, through cannabinoid receptor signaling by endocannabinoids, is involved in a wide range of functions and physiopathological conditions. To date, very little is known concerning the role of the endocannabinoids in the control and regulation of cell proliferation. An anti-proliferative action of CB1 signaling blockade in neurogenesis and angiogenesis argues in favor of proliferation-promoting functions of endocannabinoids through CB1 receptors when pro-growth signals are present. Furthermore, liver regeneration, a useful in vivo model of synchronized cell proliferation, is characterized by a peak of anandamide that elicits through CB1 receptor, the expression of critical mitosis genes. The aim of this study was to focus on the timing of endocannabinoid signaling changes during the different phases of the cell cycle, exploiting the rat liver regeneration model following partial hepatectomy, the most useful to study synchronized cell cycle in vivo. Hepatic regeneration led to increased levels of anandamide and endocannabinoid-like molecules oleoylethanolamide (OEA) and palmitoylethanolamide (PEA) in the G1 phase of the cell cycle, with a concomitant increase in CB1 mRNA levels, whose protein expression peaked later during the S phase. Blocking of CB1 receptor with a low dose of the selective antagonist/inverse agonist SR141716 (0.7 mg/kg/dose) affected cell cycle progression reducing the expression of PCNA, and through the inhibition of pERK and pSTAT3 pathways. These results support the notion that the signaling mediated by anandamide through CB1 receptor may be important for the entry and progression of cells into the cell cycle and hence for their proliferation under mitogenic signals.


Subject(s)
Arachidonic Acids/metabolism , Cell Cycle , Cell Proliferation , Endocannabinoids/metabolism , Liver Regeneration , Liver/metabolism , Polyunsaturated Alkamides/metabolism , Receptor, Cannabinoid, CB1/metabolism , Animals , Cannabinoid Receptor Antagonists/pharmacology , Cell Cycle/drug effects , Cell Proliferation/drug effects , Disease Models, Animal , Extracellular Signal-Regulated MAP Kinases/metabolism , Glycerides/metabolism , Hepatectomy , Liver/drug effects , Liver/pathology , Liver Regeneration/drug effects , Male , Proliferating Cell Nuclear Antigen/metabolism , Rats, Sprague-Dawley , Receptor, Cannabinoid, CB1/antagonists & inhibitors , Receptor, Cannabinoid, CB1/genetics , STAT3 Transcription Factor/metabolism , Signal Transduction/drug effects , Time Factors
10.
Radiol Med ; 120(12): 1122-9, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25981381

ABSTRACT

PURPOSE: The aim of the study was to evaluate the prevalence of collateral findings detected in computed tomography coronary angiography (CTCA) in a multi-center registry. MATERIALS AND METHODS: We performed a retrospective review of 4303 patients (2719 males, mean age 60.3 ± 10.2 years) undergoing 64-slice CTCA for suspected or known coronary artery disease (CAD) at various academic institutions between 01/2006 and 09/2010. Collateral findings were recorded and scored as: non-significant (no signs of relevant pathology, not necessary to be reported), significant (clear signs of pathology, mandatory to be reported), or major (remarkable pathology, mandatory to be reported and further investigated). RESULTS: We detected 6886 non-cardiac findings (1.6 non cardiac finding per patient). Considering all centers, only 865/4303 (20.1 %) patients were completely without any additional finding. Overall, 2095 (30.4 %) non-significant, 4486 (65.2 %) significant, and 305 (4.4 %) major findings were detected. Among major findings, primary lung cancer was reported in 21 cases. In every center, most prevalent significant findings were mediastinal lymph nodes >1 cm. In 256 patients, collateral findings were clinically more relevant than coexisting CAD and justified the symptoms of patients. CONCLUSIONS: The prevalence of significant and major collateral findings in CTCA is high. Radiologists should carefully evaluate the entire scan volume in each patient.


Subject(s)
Coronary Angiography , Tomography, X-Ray Computed , Coronary Angiography/methods , Coronary Artery Disease/diagnostic imaging , Female , Follow-Up Studies , Humans , Male , Middle Aged , Registries , Retrospective Studies , Tomography, X-Ray Computed/methods
11.
Pituitary ; 17(5): 414-22, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24068454

ABSTRACT

PURPOSE: Although cerebrovascular mortality is increased up to eightfold in acromegaly, intracranial internal carotid artery (ICA) changes have not been well investigated. This is a magnetic resonance angiography (MRA) quantitative cross-sectional study of ICA tortuosity, ectasia and intercarotid distance in acromegalic patients with subsequent analysis of concomitant clinical, laboratory and neuroimaging findings. METHODS: One hundred seventy six acromegalic patients (mean-age 55 ± 14 years, age range 21-88, 92 females) and 104 subjects with headache or transient neurological deficits underwent MRA with the same 1.5 T scanner. Clinical data, laboratory and pituitary adenoma imaging findings were recorded. Using a commercially available software, we measured the tortuosity index [(curved/linear ICA length from C3-midpoint to intracranial bifurcation) - 1], ICA ectasia index (intracavernous/petrous ICA diameter) and intercarotid distance at C3 and C4 levels. RESULTS: Mean ICA tortuosity and ectasia indices were increased in acromegalic patients compared with controls (1.06 ± 0.29 vs 0.93 ± 0.26, p < 0.001; 1.02 ± 0.10 vs 0.92 ± 0.09, p < 0.001). Mean intercarotid distance was reduced at C3 and increased at C4 in acromegalic patients (16.7 ± 3.4 vs 17.9 ± 2.5 mm, p < 0.001; 16.7 ± 4.6 vs 15.4 ± 4.1 mm, p < 0.05; t test). ICA tortuosity and ectasia correlated neither with laboratory findings nor with previous or current treatment. On multivariate analysis, C3 intercarotid distance was reduced in patients on dopamine agonist treatment (p < 0.01) and increased in patients with GH-deficit (p = 0.01), while C4 intercarotid distance was increased with macroadenoma (p = 0.01) and reduced in patients under dopamine agonist (p < 0.01) or somatostatin analogue (p < 0.05) treatment. CONCLUSIONS: Intracranial ICA changes are common findings in acromegaly, and further studies focused on their possible clinical impact are needed.


Subject(s)
Acromegaly/diagnosis , Carotid Artery, Internal/pathology , Magnetic Resonance Angiography/methods , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Young Adult
12.
Endocr Res ; 39(1): 18-21, 2014.
Article in English | MEDLINE | ID: mdl-23789587

ABSTRACT

Isolated Langerhans islets represent a useful model for the study of the endocrine pancreas. The possibility to purify pancreatic beta cells from a mixed Langerhans islet cell population may lead towards a dedicated focus on beta cell research. We describe an effective and rapid immunomagnetic technique for the direct purification of beta cells from isolated Langerhans islets of rat. After the sacrifice of the rat, the Langerhans islets were separated by ductal injection of the pancreas with collagenase, altered to a mixed Langerhans islet cell population and incubated with conditioned immunomagnetic beads targeted to the beta cell surface. The beads were previously coated with a specific antibody against the surface of the beta cell, namely K14D10. The suspension of mixed Langerhans islet cells and immunomagnetic K14D10-conditioned beads was pelleted by a magnetic particle concentrator to isolate the bead-bound cells, which were finally suspended in a culture medium. The purified cells were immunoreactive for insulin and no glucagon-positive cells were detected at immunocytochemistry. Real Time PCR confirmed the purification of the pancreatic beta cells. This immunomagnetic technique allows a rapid, effective and consistent purification of beta cells from isolated Langerhans islets in a direct manner by conditioning the immunomagnetic beads only. This technique is easy, fast and reproducible. It promises to be a reliable method for providing purified beta cells for in vitro research.


Subject(s)
Immunohistochemistry/methods , Insulin-Secreting Cells/chemistry , Islets of Langerhans/chemistry , Animals , Male , Rats , Rats, Wistar
13.
Child Neuropsychol ; 30(1): 105-163, 2024 02.
Article in English | MEDLINE | ID: mdl-36748722

ABSTRACT

Writing is a complex task that is acquired in the early primary school years and continues to develop through adolescence and beyond. Studying the cognitive processes that support writing skills during the acquisition phase may be crucial to support this complex skill especially in less-skilled writers. Executive Functions (EF) could have an important role as they are high cognitive control processes that allow individuals to control and plan thoughts and actions in order to achieve a goal. Given that EF have a crucial development during childhood, when the basic writing skills are acquired, this systematic review aims to investigate the contribution of the main EF components to the writing process in children. Search string focused on three main concepts: executive functions, writing, and children. Twenty-six studies were included following the guidelines of the PRISMA Statement. From the analyzed studies, working memory, in comparison to inhibition, cognitive flexibility, and planning, emerged as the most studied and the most related to writing skills. Nevertheless, the results also support the involvement of all EF basic components in writing, with a role that could vary depending on the considered writing process.0.


Subject(s)
Executive Function , Memory, Short-Term , Writing , Adolescent , Child , Humans , Executive Function/physiology , Inhibition, Psychological , Memory, Short-Term/physiology , Motivation
14.
Diagnostics (Basel) ; 14(10)2024 May 19.
Article in English | MEDLINE | ID: mdl-38786352

ABSTRACT

Vascular calcifications in aorto-iliac arteries are emerging as crucial risk factors for cardiovascular diseases (CVDs) with profound clinical implications. This systematic review, following PRISMA guidelines, investigated methodologies for measuring these calcifications and explored their correlation with CVDs and clinical outcomes. Out of 698 publications, 11 studies met the inclusion criteria. In total, 7 studies utilized manual methods, while 4 studies utilized automated technologies, including artificial intelligence and deep learning for image analyses. Age, systolic blood pressure, serum calcium, and lipoprotein(a) levels were found to be independent risk factors for aortic calcification. Mortality from CVDs was correlated with abdominal aorta calcification. Patients requiring reintervention after endovascular recanalization exhibited a significantly higher volume of calcification in their iliac arteries. Conclusions: This review reveals a diverse landscape of measurement methods for aorto-iliac calcifications; however, they lack a standardized reproducibility assessment. Automatic methods employing artificial intelligence appear to offer broader applicability and are less time-consuming. Assessment of calcium scoring could be routinely employed during preoperative workups for risk stratification and detailed surgical planning. Additionally, its correlation with clinical outcomes could be useful in predicting the risk of reinterventions and amputations.

15.
Bioengineering (Basel) ; 11(2)2024 Feb 19.
Article in English | MEDLINE | ID: mdl-38391683

ABSTRACT

There is currently a shift in surgical training from traditional methods to simulation-based approaches, recognizing the necessity of more effective and controlled learning environments. This study introduces a completely new 3D-printed modular system for endovascular surgery training (M-SET), developed to allow various difficulty levels. Its design was based on computed tomography angiographies from real patient data with femoro-popliteal lesions. The study aimed to explore the integration of simulation training via a 3D model into the surgical training curriculum and its effect on their performance. Our preliminary study included 12 volunteer trainees randomized 1:1 into the standard simulation (SS) group (3 stepwise difficulty training sessions) and the random simulation (RS) group (random difficulty of the M-SET). A senior surgeon evaluated and timed the final training session. Feedback reports were assessed through the Student Satisfaction and Self-Confidence in Learning Scale. The SS group completed the training sessions in about half time (23.13 ± 9.2 min vs. 44.6 ± 12.8 min). Trainees expressed high satisfaction with the training program supported by the M-SET. Our 3D-printed modular training model meets the current need for new endovascular training approaches, offering a customizable, accessible, and effective simulation-based educational program with the aim of reducing the time required to reach a high level of practical skills.

16.
Diagnostics (Basel) ; 14(10)2024 May 08.
Article in English | MEDLINE | ID: mdl-38786283

ABSTRACT

(1) Background: Computed tomography (CT) plays a paramount role in the characterization and follow-up of COVID-19. Several score systems have been implemented to properly assess the lung parenchyma involved in patients suffering from SARS-CoV-2 infection, such as the visual quantitative assessment score (VQAS) and software-based quantitative assessment score (SBQAS) to help in managing patients with SARS-CoV-2 infection. This study aims to investigate and compare the diagnostic accuracy of the VQAS and SBQAS with two different types of software based on artificial intelligence (AI) in patients affected by SARS-CoV-2. (2) Methods: This is a retrospective study; a total of 90 patients were enrolled with the following criteria: patients' age more than 18 years old, positive test for COVID-19 and unenhanced chest CT scan obtained between March and June 2021. The VQAS was independently assessed, and the SBQAS was performed with two different artificial intelligence-driven software programs (Icolung and CT-COPD). The Intraclass Correlation Coefficient (ICC) statistical index and Bland-Altman Plot were employed. (3) Results: The agreement scores between radiologists (R1 and R2) for the VQAS of the lung parenchyma involved in the CT images were good (ICC = 0.871). The agreement score between the two software types for the SBQAS was moderate (ICC = 0.584). The accordance between Icolung and the median of the visual evaluations (Median R1-R2) was good (ICC = 0.885). The correspondence between CT-COPD and the median of the VQAS (Median R1-R2) was moderate (ICC = 0.622). (4) Conclusions: This study showed moderate and good agreement upon the VQAS and the SBQAS; enhancing this approach as a valuable tool to manage COVID-19 patients and the combination of AI tools with physician expertise can lead to the most accurate diagnosis and treatment plans for patients.

17.
Life (Basel) ; 14(4)2024 Mar 29.
Article in English | MEDLINE | ID: mdl-38672728

ABSTRACT

(1) Background: Systemic inflammation stands as a well-established risk factor for ischemic cardiovascular disease, as well as a contributing factor in the development of cardiac arrhythmias, notably atrial fibrillation. Furthermore, scientific studies have brought to light the pivotal role of localized vascular inflammation in the initiation, progression, and destabilization of coronary atherosclerotic disease. (2) Methods: We comprehensively review recent, yet robust, scientific evidence elucidating the use of perivascular adipose tissue attenuation measurement on computed tomography applied to key anatomical sites. Specifically, the investigation extends to the internal carotid artery, aorta, left atrium, and coronary arteries. (3) Conclusions: The examination of perivascular adipose tissue attenuation emerges as a non-invasive and indirect means of estimating localized perivascular inflammation. This measure is quantified in Hounsfield units, indicative of the inflammatory response elicited by dense adipose tissue near the vessel or the atrium. Particularly noteworthy is its potential utility in assessing inflammatory processes within the coronary arteries, evaluating coronary microvascular dysfunction, appraising conditions within the aorta and carotid arteries, and discerning inflammatory states within the atria, especially in patients with atrial fibrillation. The widespread applicability of perivascular adipose tissue attenuation measurement underscores its significance as a diagnostic tool with considerable potential for enhancing our understanding and management of cardiovascular diseases.

18.
Circulation ; 126(25): 3000-7, 2012 Dec 18.
Article in English | MEDLINE | ID: mdl-23168414

ABSTRACT

BACKGROUND: It is known that a significant number of patients experiencing an acute myocardial infarction have normal coronary arteries or nonsignificant coronary disease at coronary angiography (CA). Computed tomography coronary angiography (CTCA) can identify the presence of plaques, even in the absence of significant coronary stenosis. This study evaluated the role of 64-slice CTCA in detecting and characterizing coronary atherosclerosis in these patients. METHODS AND RESULTS: Consecutive patients with documented acute myocardial infarction but without significant coronary stenosis at CA underwent late gadolinium-enhanced magnetic resonance and CTCA. Only the 50 patients with an area of myocardial infarction identified by late gadolinium-enhanced magnetic resonance were included in the study. All of the coronary segments were assessed for the presence of plaques. CTCA identified 101 plaques against the 41 identified by CA: 61 (60.4%) located in infarct-related arteries (IRAs) and 40 (39.6%) in non-IRAs. In the IRAs, 22 plaques were noncalcified, 17 mixed, and 22 calcified; in the non-IRAs, 5 plaques were noncalcified, 8 mixed, and 27 calcified (P=0.005). Mean plaque area was greater in the IRAs than in the non-IRAs (6.1±5.4 mm(2) versus 4.2±2.1 mm(2); P=0.03); there was no significant difference in mean percentage stenosis (33.5%±14.6 versus 31.7%±12.2; P=0.59), but the mean remodeling index was significantly different (1.25±0.41 versus 1.08±0.21; P=0.01). CONCLUSIONS: CTCA detects coronary plaques in nonstenotic coronary arteries that are underestimated by CA, and identifies a different distribution of plaque types in IRAs and non-IRAs. It may therefore be valuable for diagnosing coronary atherosclerosis in acute myocardial infarction patients without significant coronary stenosis.


Subject(s)
Coronary Angiography/methods , Myocardial Infarction/diagnostic imaging , Tomography, X-Ray Computed/methods , Adult , Aged , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Ultrasonography, Interventional
19.
Radiology ; 267(1): 195-200, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23297327

ABSTRACT

PURPOSE: To evaluate the use of axial-strain real-time sonoelastography in patients with plantar fasciitis compared with that in healthy control subjects. MATERIALS AND METHODS: Institutional review board approval and patients' consent were obtained. Eighty feet of 80 patients (43 men, 37 women; mean age ± standard deviation, 46.3 years ± 8.7) with plantar fasciitis and 50 feet of 50 asymptomatic volunteers (27 men, 23 women; mean age, 44.3 years ± 8.0) were prospectively evaluated. Individuals graded heel pain with a visual analogue scale and underwent B-mode ultrasonography (US) and real-time sonoelastography. Maximum fascial thickness was measured, and two longitudinal images were recorded with both modalities. Two radiologists who were blinded to clinical symptoms independently reviewed images for hypoechoic echotexture and fascial-border blurring at B-mode US and semiquantitative elasticity score at real-time sonoelastography (blue, 1; green, 2; red, 3), with the fascia divided into proximal, intermediate, and distal sections. RESULTS: No differences were found for sex (P = .999) or age distribution (P = .144) between groups. Fascial thickening, hypoechoic echotexture, and fascial-border blurring at B-mode US were increased in patients versus control subjects (P < .001), and fascial thickening and hypoechoic echotexture correlated with heel pain score (r > .475, P < .001). Plantar fasciae of patients (median score, 11; interquartile interval, 10-12) were less elastic than those of control subjects (median score, 7; interquartile interval, 6-7.25) (P < .001). Image interpretation yielded high interobserver reproducibility (κ ≥ .80). Pain and real-time sonoelastographic scores correlated significantly (r = 0.851, P < .001). Pain was associated with older age (t = 3.7, P < .001), fascial thickening (t = 7.3 [multiple stepwise regression model], P < .001), and total real-time sonoelastographic score (t = 10.2, P < .001) but not with sex, fascial-border blurring, or hypoechoic echotexture. Accuracy increased from 90.0% with B-mode US to 95.4% with real-time sonoelastography (P = .016). CONCLUSION: Real-time sonoelastography can show plantar fasciitis, increase diagnostic performance of B-mode US, and assist in cases of inconclusive B-mode US findings.


Subject(s)
Elasticity Imaging Techniques , Fasciitis, Plantar/diagnostic imaging , Adult , Case-Control Studies , Female , Humans , Male , Middle Aged , Pain Measurement , Prospective Studies
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