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1.
Curr Res Immunol ; 2: 155-162, 2021.
Article in English | MEDLINE | ID: mdl-34545350

ABSTRACT

Early prediction of COVID-19 in-hospital mortality relies usually on patients' preexisting comorbidities and is rarely reproducible in independent cohorts. We wanted to compare the role of routinely measured biomarkers of immunity, inflammation, and cellular damage with preexisting comorbidities in eight different machine-learning models to predict mortality, and evaluate their performance in an independent population. We recruited and followed-up consecutive adult patients with SARS-Cov-2 infection in two different Italian hospitals. We predicted 60-day mortality in one cohort (development dataset, n = 299 patients, of which 80% was allocated to the development dataset and 20% to the training set) and retested the models in the second cohort (external validation dataset, n = 402). Demographic, clinical, and laboratory features at admission, treatments and disease outcomes were significantly different between the two cohorts. Notably, significant differences were observed for %lymphocytes (p < 0.05), international-normalized-ratio (p < 0.01), platelets, alanine-aminotransferase, creatinine (all p < 0.001). The primary outcome (60-day mortality) was 29.10% (n = 87) in the development dataset, and 39.55% (n = 159) in the external validation dataset. The performance of the 8 tested models on the external validation dataset were similar to that of the holdout test dataset, indicating that the models capture the key predictors of mortality. The shap analysis in both datasets showed that age, immune features (%lymphocytes, platelets) and LDH substantially impacted on all models' predictions, while creatinine and CRP varied among the different models. The model with the better performance was model 8 (60-day mortality AUROC 0.83 ± 0.06 in holdout test set, 0.79 ± 0.02 in external validation dataset). The features that had the greatest impact on this model's prediction were age, LDH, platelets, and %lymphocytes, more than comorbidities or inflammation markers, and these findings were highly consistent in both datasets, likely reflecting the virus effect at the very beginning of the disease.

5.
Eur J Case Rep Intern Med ; 7(5): 001665, 2020.
Article in English | MEDLINE | ID: mdl-32399453

ABSTRACT

OBJECTIVE: The availability of public health information for optimised supportive care is critical during the COVID-19 pandemic. We describe the first case of COVID-19 complicated by Takotsubo cardiomyopathy. MATERIALS AND METHODS: We report the clinical, laboratory and radiological findings of a patient with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). RESULTS: The nasopharyngeal swab was positive for SARS-CoV-2 and x-ray images demonstrated pathognomonic pneumonia. The patient developed tachycardia and the echocardiogram confirmed the diagnosis of Takotsubo cardiomyopathy. CONCLUSIONS: Doctors should be aware of the need to thoroughly study this new infection in order to understand its underlying mechanisms and related complications. LEARNING POINTS: We report the first case of Takotsubo cardiomyopathy associated with COVID-19.We discuss a rare presentation in the current pandemic.COVID-19 can be associated with cardiac complications, even after the onset of pneumonia, and so strict monitoring of these patients is essential.

6.
J Alzheimers Dis ; 51(2): 563-70, 2016.
Article in English | MEDLINE | ID: mdl-26890741

ABSTRACT

Vascular risk factors have been associated with cognitive deficits and incident dementia in the general population, but their role on cognitive dysfunction in Parkinson's disease (PD) is still unclear. The present study addresses the single and cumulative effect of vascular risk factors on cognition in PD patients, taking clinical confounders into account. Standardized neuropsychological assessment was performed in 238 consecutive PD patients. We evaluated the association of single and cumulative vascular risk factors (smoking, diabetes, hypercholesterolemia, hypertension, and heart disease), with the diagnosis of PD normal cognition (PDNC, n = 94), mild cognitive impairment (PD-MCI, n = 111), and dementia (PDD, n = 33). The association between single neuropsychological tests and vascular risk factors was evaluated with covariance analyses adjusted for age at onset, educational levels, gender, disease duration, and motor performance. Age, educational levels, disease duration, and motor function were significantly different between PDNC, PD-MCI, and PDD. Heart disease was the only vascular factor significantly more prevalent in PDD compared with PDNC in adjusted analyses. Performance of tests assessing executive and attention functions were significantly worse in patients with hypertension, heart disease, and/or diabetes (p <  0.05). Heart disease is associated with dementia in PD, suggesting a potential window of intervention. Vascular risk factors act especially on attention and executive functions in PD. Vascular risk stratification may be useful in order to identify PD patients with a greater risk of developing dementia. These findings need to be verified in longitudinal studies.


Subject(s)
Parkinson Disease/epidemiology , Vascular Diseases/epidemiology , Age of Onset , Aged , Attention , Disability Evaluation , Educational Status , Executive Function , Female , Humans , Male , Motor Activity , Neuropsychological Tests , Parkinson Disease/diagnosis , Parkinson Disease/physiopathology , Parkinson Disease/psychology , Prevalence , Risk Factors , Sex Factors , Time Factors , Vascular Diseases/physiopathology , Vascular Diseases/psychology
7.
J Alzheimers Dis ; 22(3): 923-31, 2010.
Article in English | MEDLINE | ID: mdl-20858950

ABSTRACT

The FOXP2 gene is mutated in a severe monogenic form of speech and language deficits, but no study on the influence of genetic variations within FOXP2 in neurological disorders characterized by language impairment is available yet. In the present study, we investigated the impact of common FOXP2 polymorphisms with regard to frontotemporal lobar degeneration (FTLD). Two-hundred ten FTLD patients underwent clinical and a wide standardized neuropsychological examination as well as brain imaging. In all patients, and in 200 age-matched healthy controls, four FOXP2 polymorphisms were evaluated, namely rs2396753, rs1456031, rs17137124 and rs1852469. SPECT images were analyzed by Statistical Parametric Mapping (SPM5). No significant differences of the four FOXP2 polymorphisms in genotype distribution and allele frequency between FTLD and controls were observed. A significant and specific association between rs1456031 TT and rs17137124 TT genotypes and verbal fluency scores was reported. The two polymorphisms showed an addictive effect. When the analysis was computed on the number of observations over time, and 391 assessments considered, comparable results were obtained. FTLD patients carrying at-risk polymorphisms showed greater hypoperfusion in the frontal areas, namely the left inferior frontal gyrus, and putamen, compared to the non-carriers (p < 0.005). Genetic variations within FOXP2 do not represent a genetic risk to FTLD per se, but modulate FTLD presentation when disease is overt, affecting language performances and leading to hypoperfusion in language-associated brain areas.


Subject(s)
Forkhead Transcription Factors/physiology , Frontotemporal Lobar Degeneration/genetics , Language Disorders/genetics , Phenotype , Speech/physiology , Aged , Female , Follow-Up Studies , Forkhead Transcription Factors/genetics , Frontotemporal Lobar Degeneration/complications , Frontotemporal Lobar Degeneration/diagnostic imaging , Humans , Language , Language Disorders/diagnostic imaging , Language Disorders/etiology , Male , Middle Aged , Polymorphism, Genetic/genetics , Tomography, Emission-Computed, Single-Photon/methods
8.
J Alzheimers Dis ; 21(1): 87-94, 2010.
Article in English | MEDLINE | ID: mdl-20413880

ABSTRACT

Progressive supranuclear palsy (PSP) and corticobasal syndrome (CBS) are in the spectrum of tauopathies and recognized to have a strong genetic background. It has been widely reported that MAPT tau haplotype H1 is a genetic risk factor in both conditions, but no other genetic determinants have so far been proposed. Recently, vascular endothelial growth factor (VEGF) haplotypes were reported to confer risk to frontotemporal dementia (FTD). The aim of this study was to evaluate the role of VEGF genetic determinants in PSP and CBS susceptibility. We evaluated a cohort of 687 unrelated Italian subjects, including 117 PSP, 108 CBS, 199 FTD, and 263 healthy controls. Genotype and allele frequencies of three well-known polymorphisms located within the VEGF promoter (-2578C/A, -1190G/A, and -1154G/A) were carried out. Genetic analysis revealed the presence of significant changes in terms of genotype and allele distributions in patients compared to healthy controls. A-G-G haplotype (-2578C/A, 1190G/A, -1154G/A) was overrepresented in both PSP (OR=6.64, 95% CI=2.3-19.6, P=0.0003, CGG=reference) and CBS (OR=5.20, 95% CI=1.70-15.9, P=0.003, CGG=reference) compared to healthy subjects. No differences between PSP and CBS and FTD were found, and the A-G-G haplotype was also overrepresented in FTD. Overall, these data suggest that VEGF gene variability represents a susceptibility factor for PSP and CBS. These data argue that additional genes may confer disease risk to PSP and CBS, and to FTD as well, beyond the MAPT tau haplotype. Further studies are warranted.


Subject(s)
Basal Ganglia Diseases/etiology , Basal Ganglia Diseases/genetics , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide/genetics , Supranuclear Palsy, Progressive/genetics , Vascular Endothelial Growth Factor A/genetics , Aged , Chi-Square Distribution , Female , Frontotemporal Dementia/blood , Frontotemporal Dementia/etiology , Frontotemporal Dementia/genetics , Gene Frequency , Genome-Wide Association Study/methods , Haplotypes , Humans , Male , Middle Aged , Risk Factors , Statistics, Nonparametric , Supranuclear Palsy, Progressive/blood , Supranuclear Palsy, Progressive/etiology , Vascular Endothelial Growth Factor A/blood
9.
Neurogenetics ; 9(3): 197-205, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18392865

ABSTRACT

Frontotemporal lobar degeneration (FTLD) recognises high familial incidence, with up to 50% of patients reported to have a family history of similar dementia. It has been reported that mutations within progranulin (PGRN) gene are a major cause of FTLD in the USA and worldwide, counting for 5-10% of FTLD and for 20-25% of familiar FTLD cases. The aim of the present study was to define the role of PGRN genetic variations in a large sample of consecutive patients with FTLD in Italy. Two-hundred forty-three FTLD patients were investigated. Each subject performed a clinical and neuropsychological evaluation, a functional and structural brain imaging, and the diagnosis was confirmed by at least 1 year follow-up. PGRN sequencing was performed in all FTLD patients and in 121 healthy age-matched controls drawn from the same geographic area. Only one PGRN pathogenetic mutation was found, consisting of a four-base pair deletion in the coding sequence of exon 8 (delCACT). This mutation was recognised in four patients, being the overall frequency of mutations in our clinical series of 1.64%. Considering only patients with a well-known family history for dementia, the frequency of this mutation was 6%. Moreover, four missense mutations within intron regions (g.100474G>A, g.100674G>A, g.101266G>A, g.102070G>A) were found. The frequency of these genetic variations did not differ in patients compared to controls, and they did not influence on clinical FTLD phenotype. In conclusion, this study supports a lower frequency of PGRN mutations amongst FTLD patients in Italy compared to literature data and further underlies the genetic heterogeneity of FTLD.


Subject(s)
Dementia/genetics , Intercellular Signaling Peptides and Proteins/genetics , Mutation , Aged , Base Sequence , Case-Control Studies , DNA Primers/genetics , Dementia/pathology , Dementia/physiopathology , Exons , Female , Frameshift Mutation , Gene Frequency , Genetic Variation , Humans , Introns , Italy , Male , Middle Aged , Pedigree , Polymorphism, Single Nucleotide , Progranulins , Sequence Deletion
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