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1.
Sci Rep ; 12(1): 385, 2022 01 10.
Article in English | MEDLINE | ID: mdl-35013457

ABSTRACT

The immune response after SARS-CoV-2 vaccine administration appears to be characterized by high inter-individual variation, even in SARS-CoV-2 positive subjects, who could have experienced different post-infection, unresolved conditions. We monitored anti-SARS-CoV-2 IgG levels and kinetics along with circulating biomarkers in a cohort of 175 healthcare workers during early immunization with COVID-19 mRNA-LNP BNT162b2 vaccine, to identify the associated factors. Subjects with a previous SARS-CoV-2 infection were characterized by higher BMI and CRP levels and lower neutrophil count with respect to naïve subjects. Baseline IgG levels resulted associated with CRP independently on BMI and inflammatory diseases. Among 137 subjects undergoing vaccination and monitored after the first and the second dose, three kinetic patterns were identified. The pattern showing a rapid growth was characterized by higher IgG levels at baseline and higher CRP and MCHC levels than negative subjects. Subjects previously exposed to SARS-CoV-2 showed higher levels of CRP, suggesting persistence of unresolved inflammation. These levels are the main determinant of IgG levels at baseline and characterized subjects belonging to the best performing, post-vaccine antibody kinetic pattern.


Subject(s)
Antibodies, Viral/immunology , BNT162 Vaccine/immunology , COVID-19/immunology , Health Personnel/statistics & numerical data , Inflammation/immunology , SARS-CoV-2/immunology , Adult , Antibodies, Viral/blood , BNT162 Vaccine/administration & dosage , Biomarkers/blood , C-Reactive Protein/immunology , C-Reactive Protein/metabolism , COVID-19/epidemiology , COVID-19/virology , Cohort Studies , Female , Humans , Immunoglobulin G/blood , Immunoglobulin G/immunology , Inflammation/virology , Kinetics , Logistic Models , Male , Middle Aged , Pandemics/prevention & control , SARS-CoV-2/physiology , Vaccination/methods , Vaccination/statistics & numerical data
2.
J Endocrinol Invest ; 44(8): 1707-1718, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33346898

ABSTRACT

PURPOSE: According to a few recent studies, the clinical phenotype of Graves' disease (GD) at onset is becoming milder in recent years, in terms of prevalence and severity of hyperthyroidism, goiter and overt eye disease. The aim of this study was to assess the change in GD phenotype across the late twentieth and the early twenty-first centuries. MATERIALS AND METHODS: We carried out a systematic search of studies published between 1/1/1980 and 12/31/2017 describing naïve GD patients at diagnosis. We collected epidemiological, clinical, biochemical and serological data reported in the selected studies, and (1) conducted a single-arm meta-analysis to compare clinical and biochemical characteristics of naïve GD patients before and after year 2000 and (2) performed a meta-regression to identify the trend of the observed clinical presentations. RESULTS: Eighty selected articles were related to the period before the year 2000, 30 to the years 2000-2017. According to demographics, the two defined populations were homogeneous at meta-analysis: overall estimated female prevalence was 81% [95% CI 79-82], mean estimated age of the entire population was 39.8 years [95% CI 38.4-41.1], with no significant differences between pre- and post-2000 groups (p > 0.05). The overall estimated prevalence of smokers was 40% [95% CI 33-46], with no significant difference between the two groups (p > 0.05). Mean estimated free thyroxine (FT4) and free triiodothyronine (FT3) levels at diagnosis were higher in the pre-2000 group: 4.7 ng/dl [95% CI 4.5-4.9] for FT4 and 14.2 pg/ml [95% CI 13.3-15.1] for FT3, as compared to the post-2000 group: 3.9 ng/dl [95% CI 3.6-4.2] for FT4 and 12.1 pg/ml [95% CI 11.0-13.3] for FT3 (all p < 0.01). Goiter estimated prevalence was higher in the pre-2000 group, 87% [95% CI 84-90], than in the post-2000 group, 56% [95% CI 45-67]. Estimated prevalence for Graves' Orbitopathy (GO) was 34% [95% CI 27-41] in the pre-2000 group and 25% [95% CI 19-30] in the post-2000 group (p = 0.03). Accordingly, meta-regression adjusted for covariates showed an average annual reduction of FT4 (- 0.040 ± 0.008 ng/dl, p < 0.0001), FT3 (- 0.316 ± 0.019 pg/ml, p < 0.0001), goiter prevalence (- 0.023 ± 0.008%, p = 0.006), and goiter size (- 0.560 ± 0.031 ml, p < 0.0001). CONCLUSIONS: Our meta-analysis and meta-regression confirmed that GD phenotype at diagnosis is nowadays milder than in the past; we hypothesize that conceivable factors involved in this change are iodoprophylaxis, worldwide decrease in smoking habits, larger use of contraceptive pill and micronutrient supplementation, as well as earlier diagnosis and management.


Subject(s)
Global Health/trends , Graves Disease , Graves Ophthalmopathy , Biological Variation, Population , Early Diagnosis , Graves Disease/blood , Graves Disease/diagnosis , Graves Disease/epidemiology , Graves Disease/physiopathology , Graves Ophthalmopathy/diagnosis , Graves Ophthalmopathy/epidemiology , Humans , Preventive Health Services/methods , Preventive Health Services/trends , Regression Analysis , Severity of Illness Index
3.
Thromb Res ; 159: 100-108, 2017 Nov.
Article in English | MEDLINE | ID: mdl-29078099

ABSTRACT

Neuromedin U (NmU) is a pleiotropic hypothalamic neuropeptide involved in the gut-brain axis. It acts via both a Gαq/11-coupled receptor (NMUR1) and a Gαi-coupled receptor (NMUR2) in different cell types. Expression of both receptors was reported in platelets, but their significance for NmU signaling remains elusive. We studied the potential effects of NmU on human platelet activation. In platelet-rich plasma (PRP), NmU alone (up to 10µM) did not induce any measurable aggregation, but at nanomolar concentrations, it potentiated platelet aggregation by low (mean 0.47µM) ADP concentrations (from 25.9±3.6% to 74.8±2.7% maximal aggregation for ADP vs. ADP+NmU, 100nM, mean±SEM, n=13), accompanied by platelet P-selectin expression and intracellular calcium mobilization. Accordingly, platelet preincubation with NmU for 2min sensitized platelets for subsequent activation by ADP. When P2Y1 was inactivated by 50µM MRS2179, NmU comparably potentiated ADP-induced PRP aggregation, suggestive of cooperative activation with Gαi-coupled P2Y12. Likewise, NmU potentiated platelet aggregation by Gαi-operated epinephrine at subthreshold concentrations (99ng/ml, mean), but not that by Gαq-dependent serotonin (20µM). Platelet aggregation by NmU/epinephrine combination was fully inhibited by the Gαq inhibitor YM-254890 (1µM). qPCR detection and western blot analysis substantiated platelet expression of NMUR1 in different donors, a finding collectively complying with functionally relevant Gαq/11-mediated activation of platelet NMUR1 by NmU. Our findings advocate further studies on platelet sensitization by NmU, released during vascular activation and injury, to define its role as a modifier of platelet responsiveness to the physiological activation signals, operational in cardiovascular health and disease.


Subject(s)
Neuropeptides/therapeutic use , Platelet Activation/drug effects , Humans , Neuropeptides/pharmacology , Signal Transduction
4.
BMC Cardiovasc Disord ; 16(1): 243, 2016 11 29.
Article in English | MEDLINE | ID: mdl-27894269

ABSTRACT

BACKGROUND: Recent meta-analyses suggested that screening program for abdominal aortic aneurysms (AAA) in 65-year old males is cost-effective at prevalence of about 1%. Since some events occur also in females and among the youngers, screening could be feasible among those at higher risk, such as smokers or individuals with a family history of AAA. The RoCAV (Risk of Cardiovascular diseases and abdominal aortic Aneurysms in Varese) Project is a population-based study aimed to evaluate AAA prevalence in Northern Italy in males over-65 years as well as among females and younger males, and to identify new markers for risk stratification by collecting a large set of CVD risk factors. The aims of the project are: (i) cross-sectional evaluation of AAA prevalence (ii); evaluation of standard CVD risk score as criteria for selecting subgroup at higher risk to be included in a screening program; (iii) identification of new risk markers and risk score algorithm for AAA and CVD risk stratification; (iv) cost-effective evaluation during the follow-up. METHODS: Males aged 50-75 years and females aged 60-75 years, resident in the city of Varese (Lombardy Region), were randomly selected from the civil registry. Among 5198 successfully invited, 3777 subjects accepted to participate and were finally recruited (participation rate 63.8%) from June 2013 to May 2016. Trained operators administered a computerized anamnestic questionnaire, measured anthropometric parameters (BMI, body circumferences, skinfolds), blood pressure, ankle-brachial index, pulse wave velocity and performed abdominal aortic ultrasound scan, ECG and spirometry. All methods were internationally validated. A blood sample was collected and stored in biobank. A follow-up will be carried out through linkage with electronic records. DISCUSSION: Participation rate and data quality assessment were as expected and will reasonably allow to reach the project aims. The expected impact in public health of the RoCAV project will be the potential implementation of a AAA screening program to the whole region as well as the formulation of new criteria for risk assessment of AAA and CVD.


Subject(s)
Aortic Aneurysm, Abdominal/epidemiology , Population Surveillance/methods , Public Health , Risk Assessment/methods , Age Distribution , Aged , Aortic Aneurysm, Abdominal/diagnosis , Cardiovascular Diseases/epidemiology , Electrocardiography , Female , Humans , Italy/epidemiology , Male , Middle Aged , Prevalence , Retrospective Studies , Risk Factors , Sex Distribution , Spirometry , Ultrasonography
5.
Med Lav ; 106(5): 374-85, 2015 Sep 09.
Article in English | MEDLINE | ID: mdl-26384263

ABSTRACT

BACKGROUND: Previous reports revealed poor performance in identifying drugs of abuse users through first-level workplace drug testing (WDT), based on urine samples. In a cross-sectional study, we evaluated: (i) the effect of creatinine normalization of drug values from diluted urine samples (creatinine levels ≤ 20 mg/dL) on the prevalence of drug users; (ii) the independent procedure-related predictors of positivity and dilution. METHODS: Workers' urine samples were collected at the workplace or at our certified laboratory between 2008 and 2012. All samples were analysed for drugs of abuse by immuno-enzymatic method in our laboratory, according to the Italian WDT law. Detectable drugs of abuse concentrations lower than the positive cutoff values were normalized based on mean levels of urinary creatinine. Detectable concentrations of drugs were confirmed by GC/MS. Multivariate logistic regression was used to detect independent procedure-related predictors of positive and diluted urine samples. RESULTS: Of the 3080 urine samples screened, 51 (1.7%) were found positive for some drugs of abuse (26 cannabinoids and 16 cocaine) and 116 (3.8%) were diluted. Seventeen out of 23 diluted urine samples with detectable concentrations of cannabinoids or cocaine were found positive after urine creatinine normalization and GC/MS confirmed both negative and positive results. This increased the percentage of positivity for cannabinoids and cocaine from 1.35% to 2.09% (+55%, p=0.0005), which is closer to the expected prevalence of drug users based on Italian self-reported surveys. Collection of samples in the laboratory was an independent predictor of positivity (OR=2.33, 95%CI 1.27-4.28) and diluted urine sample (OR=1.65, 95%CI 1.04-2.61). CONCLUSIONS: Efficacy of first-level WDT could be improved by well-controlled pre-analytical procedures and urine creatinine normalization of detected concentrations of drugs of abuse.


Subject(s)
Occupational Health , Substance Abuse Detection/methods , Substance-Related Disorders/urine , Adolescent , Adult , Cross-Sectional Studies , Humans , Male , Middle Aged , Urinalysis/methods , Workplace , Young Adult
6.
Thromb Res ; 135(2): 255-9, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25550188

ABSTRACT

BACKGROUND AND AIMS: Evidence associates polyphenol-rich foods to reduction of low-grade inflammation and mortality for cardiovascular disease, the mechanisms underlying such effects being still unclear. Consumption of a fatty meal by healthy volunteers induces rapid and reversible low-grade inflammation. The aim of the present study was to evaluate the effect of orange juice on cellular modifications induced by a fatty meal. METHODS AND RESULTS: 18 apparently healthy subjects consumed a fatty meal, during which they drunk orange juice, either blond or red, or water, according to a randomized cross-over design. Two hours after the end of the fatty meal, both white blood cell (WBC) and platelet counts significantly increased (12.5 and 5%, respectively), while mean platelet volume decreased and a 25% release of myeloperoxidase (MPO) from polymorphonuclear leukocyte occurred. Both juices significantly prevented WBC increase and MPO degranulation, in respect to control. Triglycerides significantly increased (42%) after the fatty meal, but at a lower extent when red orange juice was consumed with the meal (20%), in respect to blond orange juice or control. This effect was statistically significant in the subgroup of 8 subjects with hypertriglyceridemia. Vascular stiffness (augmentation index), measured by Endo-PAT2000, significantly decreased after the meal only in conjunction with red orange juice. CONCLUSION: In healthy subjects the concomitant intake of orange juice may prevent the low-grade inflammatory reaction induced by a fatty meal, at cellular and possibly at vascular function levels. The relative role of different polyphenols on the observed effects of orange juices remains to be established.


Subject(s)
Cardiovascular Diseases/prevention & control , Citrus sinensis/metabolism , Inflammation/diet therapy , Triglycerides/metabolism , Adult , Beverages , Female , Healthy Volunteers , Humans , Male , Meals , Peroxidase , Postprandial Period , Risk Factors
7.
Prev Med ; 64: 75-80, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24732715

ABSTRACT

OBJECTIVE: The aim of this study is to assess whether family history of coronary heart disease (CHD) and education as proxy of social status improve long-term cardiovascular disease risk prediction in a low-incidence European population. METHODS: The 20-year risk of first coronary or ischemic stroke events was estimated using sex-specific Cox models in 3956 participants of three population-based surveys in northern Italy, aged 35-69 years and free of cardiovascular disease at enrollment. The additional contribution of education and positive family history of CHD was defined as change in discrimination and Net Reclassification Improvement (NRI) over the model including 7 traditional risk factors. RESULTS: Kaplan-Meier 20-year risk was 16.8% in men (254 events) and 6.4% in women (102 events). Low education (hazard ratio=1.35, 95%CI 0.98-1.85) and family history of CHD (1.55; 1.19-2.03) were associated with the endpoint in men, but not in women. In men, the addition of education and family history significantly improved discrimination by 1%; NRI was 6% (95%CI: 0.2%-15.2%), raising to 20% (0.5%-44%) in those at intermediate risk. NRI in women at intermediate risk was 7%. CONCLUSION: In low-incidence populations, family history of CHD and education, easily assessed in clinical practice, should be included in long-term cardiovascular disease risk scores, at least in men.


Subject(s)
Coronary Disease/etiology , Family Health , Medical History Taking , Socioeconomic Factors , Adult , Aged , Blood Glucose/analysis , Cardiovascular Diseases/epidemiology , Cholesterol/blood , Comorbidity , Coronary Disease/epidemiology , Diabetes Mellitus/epidemiology , Educational Status , Female , Humans , Hypertension , Italy/epidemiology , Male , Middle Aged , Proportional Hazards Models , Risk Assessment/methods , Smoking/epidemiology , Stroke/epidemiology
8.
Int J Obes (Lond) ; 37(12): 1539-44, 2013 Dec.
Article in English | MEDLINE | ID: mdl-23478427

ABSTRACT

OBJECTIVE: We investigated the relationship between matrix metalloproteinase 3 (MMP3) polymorphisms and adiposity indices in European children of the IDEFICS (Identification and Prevention of Dietary- and Lifestyle-Induced Health Effects in Children and Infants) project. SUBJECTS: A total of 16 224 Caucasian children (2-9 years) were recruited into a population-based survey from eight European countries. In all, 4540 children were randomly selected for genetic studies (T0); 3238 children were re-examined 2 years later (T1). Anthropometric measures were collected by standardized protocols at T0 and T1. RESULTS: Six variants of MMP3 gene were genotyped. Homozygotes for the variant A allele of rs646910 and for the H3 haplotype had higher hip circumference (P=0.002 and 0.001; age, sex and country adjusted) at T0. The association remained significant after false discovery rate (FDR) correction. At T1, subjects carrying rs646910 A/A genotype or H3/H3 diplotype showed significantly higher values of body mass index, waist and hip circumference and sum of tricipital and subscapular skinfolds, all associations remaining significant after FDR correction (P=0.020-0.048). CONCLUSIONS: We showed for the first time an association between the MMP3 rs646910 variant and indices of adiposity in European children, highlighting the involvement of metalloproteinase genes in adipose tissue remodeling and growth.


Subject(s)
Adipose Tissue/metabolism , Adiposity/genetics , Matrix Metalloproteinase 3/genetics , Polymorphism, Single Nucleotide , White People/genetics , Child , Child, Preschool , Cross-Sectional Studies , Diet , Europe , Female , Genome-Wide Association Study , Genotype , Humans , Life Style , Longitudinal Studies , Male , Phenotype , Predictive Value of Tests
9.
Nutr Metab Cardiovasc Dis ; 23(7): 684-92, 2013 Jul.
Article in English | MEDLINE | ID: mdl-22633792

ABSTRACT

BACKGROUND AND AIMS: Variations in mixed platelet-leukocyte conjugate formation in human whole blood could be genetically determined. We quantified platelet and leukocyte activation and interaction in families with or without early myocardial infarction and evaluated their heritability, genetic correlation and linkage to the 9p21.3 region. METHODS AND RESULTS: The study population included 739 subjects (≥ 15 years old) from 54 large pedigrees, 23 with and 31 without familial myocardial infarction. Mixed platelet-leukocyte conjugates and markers of platelet or leukocyte activation (P-selectin, CD11b and L-selectin surface expression) were measured both before and after in vitro blood stimulation with collagen-ADP. All traits had significant genetic components (17.5-65.3% of the phenotypic variability), while shared household effects (0-39.6%) and environmental covariates (0-10.2%) tended to be smaller. Stimulated platelet-polymorphonuclear leukocyte (PMN) and platelet-monocyte conjugates showed the highest linkage to the 9p21.3 region (LOD = 0.94 and 1.33, respectively; empirical p value = 0.017 and 0.009). PMN markers resulted strongly genetically correlated between them in bivariate analysis among pairs of quantitative traits. CONCLUSION: This study supports a genetic regulation of human mixed platelet-leukocyte conjugates.


Subject(s)
Blood Platelets/pathology , Chromosomes, Human, Pair 9 , Leukocytes/pathology , Myocardial Infarction/genetics , Adult , Age Factors , Biomarkers/blood , Blood Platelets/metabolism , CD11b Antigen/blood , Cell Aggregation , Female , Genetic Association Studies , Genetic Predisposition to Disease , Humans , L-Selectin/blood , Leukocytes/metabolism , Lod Score , Male , Middle Aged , Monocytes/metabolism , Monocytes/pathology , Myocardial Infarction/pathology , Neutrophils/metabolism , Neutrophils/pathology , P-Selectin/blood
10.
Nutr Metab Cardiovasc Dis ; 22(8): 619-25, 2012 Aug.
Article in English | MEDLINE | ID: mdl-21315566

ABSTRACT

BACKGROUND AND AIMS: Genome-wide association studies found some variants on chromosome 9p21 associated with type 2 diabetes (T2D). We performed a meta-analysis to estimate strength, accuracy and feature of the association of polymorphisms in 9p21 with T2D. METHODS AND RESULTS: Articles were retrieved screening electronic databases and cross references. Twenty-two publications were identified, for a total of 38,455 T2D patients and 60,516 controls. Twenty-one studies investigated the role of the SNP rs10811661; in some studies three additional SNPs (rs564398, rs10757278, rs1333040) were genotyped. Population attributable risk (PAR) was computed as: risk allele frequency∗(OR-1)/OR, using the per-allele odds ratio (OR). The risk allele (T) of rs10811661 was associated with T2D in most of the studies. In meta-analysis the overall per-allele OR was 1.24 (95% CI: 1.21-1.27; P < 10(-15)), with no difference according to ethnicity (P = 0.45), and low heterogeneity (P = 0.040) across studies partly explained by sample size. Modeling of inheritance suggested an additive effect of the T allele. PAR of T2D related to this polymorphism was 15% for Caucasians and 13% for Asians. The overall odds ratio for the T allele of the SNP rs564398 was 1.08 (95% CI: 1.05-1.12; PAR = 6%). The other SNPs showed negligible associations. CONCLUSIONS: This meta-analysis provides accurate and comprehensive estimates of the association of some genetic variants at chromosome 9p21 and T2D. A relatively small but significant role of the T allele of the rs10811661 SNP in increasing by 21-27% the risk of T2D in an additive way was apparent.


Subject(s)
Chromosomes, Human, Pair 9 , Diabetes Mellitus, Type 2/genetics , Polymorphism, Single Nucleotide , Gene Frequency , Genetic Predisposition to Disease , Genome-Wide Association Study , Heredity , Humans , Linkage Disequilibrium , Odds Ratio , Phenotype , Risk Assessment , Risk Factors
11.
Nutr Metab Cardiovasc Dis ; 21(11): 857-61, 2011 Nov.
Article in English | MEDLINE | ID: mdl-20692137

ABSTRACT

Blood coagulation and inflammation play a key role in atherosclerosis and thrombosis. Candidate gene and genome wide association studies have identified potential specific genes that might have a causal role in these pathogenic processes. The analysis of quantitative traits is more powerful as they are closer to direct gene action than disease phenotypes. Thus linkage-based studies on extended families might be useful both to estimate the heritability and to map the genetic loci responsible for the regulation of the trait. Family-based studies may estimate high heritability for thrombosis and quantitative traits regarding both platelet aggregation and blood coagulation. Some specific loci relevant to thrombosis have been identified, with some of them showing a direct pleiotropic effect on the risk of thrombosis. Haemostasis factors can be activated by inflammatory stimuli. Fibrinogen level is genetically correlated with C-reactive protein levels with a link for both traits on chromosomes 12 and 21. Genes related to prostanoid biosynthesis, involved both in inflammation and thrombosis, show high heritability levels in both enzyme expression and prostanoid production. Considering that few large family-based linkage studies have as yet been performed on haemostasis and inflammation-related traits, additional studies are highly needed. We are performing a family-based linkage study on large pedigrees (750 subjects from 23 families with juvenile myocardial infarction and 31 control families), to identify genes responsible for quantitative traits involved in the pathway progressively going from inflammation to haemostasis, cell activation, thrombus formation and cardiovascular events.


Subject(s)
Hemostasis/genetics , Inflammation/genetics , Inflammation/physiopathology , Blood Coagulation/genetics , Gene-Environment Interaction , Hemostasis/physiology , Humans , Lod Score , Platelet Aggregation/genetics , Thrombosis/genetics
12.
Ann Ig ; 19(4): 369-80, 2007.
Article in Italian | MEDLINE | ID: mdl-17937329

ABSTRACT

The aim of the study was to investigate the association between socio-demographic variables and "at high risk of inappropriateness" of hospital admissions. We used hospital admissions data of Local Health Unit (LHU) Rome H (year 2004). We investigated the relationship between socio-demographic variables (sex, age, job activity, marital status, nationality, place of residence, educational level) and a high risk of inappropriate hospital stay. We computed univariate and multivariate analysis using chi2 test and logistic regression model. Out of 32,233 hospital admissions, 4685 (14.5%) resulted at high risk of inappropriateness. The following variables were associated with high risk of inappropriateness: age (for patients aged 0-15 and 46-65 OR: 1.83 (95% C.I.: 1.57-2.13) and 1.56 (95% C.I.: 1.42-1.72) respectively); job activity (for employed OR: 1.98 (95% C.I.: 1.81-2.17), for students OR: 1.34 (95% C.I.: 1.16-155)); marital status (for unmarried OR: 1.37 (95% C.I.: 1.23-1.51)); place of residence (for patients belonging to LHU Rome H OR:1.09 (95% C.I.: 1.02-1.78)); nationality (for foreign nationals OR: 0.71 (95% C.I.: 0.58-0.87)); educational level (for high school degree and graduated people OR: 0.89 (95% C.I.: 0.81-0.98)). Our study demonstrates that socio-demographic variables are related to the high risk of inappropriate hospital admissions. We believe that these variables could be considered as potential factors to modulate the offer of health services.


Subject(s)
Health Services Misuse/statistics & numerical data , Hospital Units , Hospitalization/statistics & numerical data , Adolescent , Adult , Age Factors , Aged , Child , Child, Preschool , Educational Status , Female , Humans , Infant , Infant, Newborn , Length of Stay/statistics & numerical data , Male , Marital Status/statistics & numerical data , Medical Records , Middle Aged , Patient Admission/statistics & numerical data , Retrospective Studies , Rome , Socioeconomic Factors , Students/statistics & numerical data
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