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BACKGROUND: Type 1 diabetes mellitus (T1DM) is influenced by genetic as well as environmental factors. Its incidence has risen considerably since the 1950s. OBJECTIVE: This study investigates T1DM time trends from 1989 to 2008 and tries to establish whether breast/bottle feeding, a family history of diabetes, and childhood infectious diseases influence age at onset. METHODS: The study used the population-based registry of childhood diabetes of Abruzzo (central Italy), which includes incident cases of patients aged less than 15 yr. The pooled 1989-2008 global ascertainment of the registry was 95%. The trend was estimated using age-period-cohort models RESULTS: Overall standardized incidence rates (SIR) increased by 73.38% from 8.94 (1989-1993) to 15.50 (2004-2008). A rising trend was found in all age groups; annual rises were significant for the overall population (3.40%, p < 0.01) and for 5-9 yr olds (5.48%, p < 0.01). SIR increased in males by 106.26%, from 9.26 in 1989-1993 to 19.10 in 2004-2008. Early T1DM onset was related to mixed feeding (6.80 yr ± 3.58 vs 8.20 ± 3.81 yr; p = 0.002), and a family history of T1DM (6.71 ± 3.96 yr vs. 8.09 ± 3.77 yr; p = 0.014), whereas multiple infections delayed age at onset (9.71 ± 2.37 yr vs 7.71 ± 2.82 yr; p = 0.03). CONCLUSIONS: T1DM incidence exhibits a rising time trend that is particularly evident in males and in middle age group; mixed feeding and a family history of diabetes are associated with early onset, multiple bacterial infections contracted before diabetes are associated with a significant delay.
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Diabetes Mellitus Tipo 1/epidemiología , Diabetes Mellitus Tipo 1/genética , Adolescente , Edad de Inicio , Niño , Preescolar , Estudios de Cohortes , Femenino , Interacción Gen-Ambiente , Predisposición Genética a la Enfermedad/epidemiología , Humanos , Incidencia , Lactante , Italia/epidemiología , Masculino , Anamnesis/estadística & datos numéricos , Sistema de Registros , Factores de RiesgoRESUMEN
BACKGROUND: The COVID-19 pandemic has dramatically affected all aspects of the patient's pathway to cancer diagnosis and subsequent treatment. Our main objective was to evaluate the status of cancer trials in Ukraine as of September 2022. METHODS: Initially, we examined with a narrative review the state of breast, colorectal, and cervical cancer population-based screening. Subsequently, we assessed each trial status for the years 2021 and 2022. RESULTS: Estimates of participation in breast and cervical cancer screening are different from region to region. Moreover, regarding cervical cancer screening, extremely different participation estimates were reported: 73% in 2003 vs. <10% 2020. Our data show that from 2014 to 2020, despite the pandemic, cancer trials in Ukraine significantly increased from 27 to 44. In 2021 no trials were completed; in fact, we observed that out of 41 trials, 8 were active not recruiting, 33 were recruiting, and 0 were completed or terminated. In 2022 in Ukraine, for oncological pathologies, only 3 trials were registered, while in 2021, 41 trials were registered. The suspension of trials regarded above all concern hematological tissue (66.7%) and the genitourinary tract (60%). CONCLUSIONS: Our work has highlighted how the areas most affected by the conflict present criticalities in oncological care.
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Abdominal aortic aneurysm (AAA) is a major public health problem. In the last decade, in some European countries, abdominal aortic screening (AAS) is emerging as a potential prevention for the rupture of AAA. The goals of our study were to estimate AAA prevalence and risk factors in males and females in a central Italian population, also defining the cost-effectiveness of AAS programs. A pilot study screening was conducted between 1 January 2015 and 31 December 2019 in the municipality of Teramo (Abruzzo Region, Italy) in a group of men and women, ranging from the age of 65 to 79, who were not previously operated on for AAA. The ultrasound was performed by means of Acuson sequoia 512 Simens with a Convex probe. The anterior posterior of the infra-renal aorta was evaluated. The odds ratio values (ORs) were used to evaluate the risk of AAA, and the following determinants were taken into consideration: gender, smoke use, hypertension, and ischemic heart disease. We also estimated the direct costs coming from aneurysmectomy (surgical repair or endovascular aneurysms repair-EVAR). A total of 62 AAA (2.7%, mean age 73.8 ± 4.0) were diagnosed, of which 57 were in men (3.7%, mean age 73.6 ± 4.0) and 5 were in women (0.7%, mean age 74.3 ± 4.1). Male gender and smoke use are more important risk factors for AAA ≥ 3 cm, respectively: OR = 5.94 (2.37-14.99, p < 0.001) and OR = 5.21 (2.63-10.30, p < 0.000). A significant increase in OR was noted for AAA ≥ 3 cm and cardiac arrhythmia and ischemic heart disease, respectively: OR = 2.81 (1.53-5.15, p < 0.000) and OR = 2.76 (1.40-5.43, p = 0.006). Regarding the cost analysis, it appears that screening has contributed to the reduction in costs related to urgency. In fact, the synthetic indicator given by the ratio between the DRGs (disease related group) relating to the emergency and those of the elective activity went from 1.69 in the year prior to the activation of the screening to a median of 0.39 for the five-year period of activation of the screening. It is important to underline that the results of our work confirm that the screening activated in our territory has led to a reduction in the expenditure for AAA emergency interventions, having increased the planned interventions. This must be a warning for local stakeholders, especially in the post-pandemic period, in order to strengthen prevention.
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Aneurisma de la Aorta Abdominal , Fumadores , Anciano , Aneurisma de la Aorta Abdominal/diagnóstico por imagen , Aneurisma de la Aorta Abdominal/epidemiología , Análisis Costo-Beneficio , Femenino , Humanos , Masculino , Proyectos Piloto , Factores de Riesgo , UltrasonografíaRESUMEN
Following the pandemic scenario, researchers from all over the world, including Italians, have undertaken fervent research activity using the epidemiological data available on the sites of government and national and international research institutes. The objectives of our study were: (1) to analyze the load and trend of the COVID-19 pandemic in Italy, from the beginning to October 2021; (2) to analyze vaccination coverage by age groups and types of vaccines administered and check how the vaccination campaign has influenced the course of the disease and deaths; (3) to evaluate the Italian situation in the European context, comparing the incidence and mortality of Italy with respect to European countries; (4) finally, to evaluate how much vaccination coverage may have had an effect on mortality in the various European countries. Databases were structured to archive Italian and European COVID-19 data provided by Our World in Data, and data came from the Ministry of Health, to evaluate percentage of vaccines administered. The monthly trend of the cumulative incidence per 100,000 inhabitants in the period January 2020-October 2021 was evaluated. It is important to underline 3 peaks of incidence and mortality rates that occurred during the three waves of COVID-19: March-April-May 2020, October-November-December 2020, and March-April-May 2021. There is a slight increase in incidence in August 2021 and in mortality in September 2021. The three mortality rate peaks, related to the three waves of COVID-19, are always higher in Italy than in Europe, particularly in April 2020, December 2020, and March 2021. From May 2021 to October 2021, the mortality trend reversed, and it turned out to be higher in Europe than in Italy. Regarding vaccination, Italy currently has an important coverage, not only in the most fragile population, where it exceeds 90%, but also in the 12-19 age group, with percentages above 65%. The Pfizer/BioNTech vaccine was used widely in all age groups (first and second dose), with highest administration in 12-19 age groups and 80+, while the lowest was recorded in the 70-79 age group. In conclusion, these data confirm the importance of vaccination in the management of the COVID-19 pandemic.
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COVID-19 , Humanos , Italia/epidemiología , Pandemias , SARS-CoV-2 , Vacunación , Cobertura de VacunaciónRESUMEN
We performed an updated meta-analysis to robustly quantify admission trends of patients with ST-segment elevation MI (STEMI) and non-ST-segment elevation MI (NSTEMI) during the first wave of the pandemic and to characterize on a large basis the risk profile and early prognosis. Studies having the same observation period for the comparison between SARS-CoV-2 outbreak in 2020 versus control period in 2019 were included. Primary endpoints were the relative variation of hospital admissions, the difference of in-hospital mortality for STEMI and NSTEMI. Secondary were: mortality according to countries, income levels and data quality; cardiogenic shock, mechanical complications, door-to-balloon time, time from symptom onset to first medical contact, left ventricular ejection fraction (LVEF) and troponin. In total, 61 observational studies with 125,346 patients were included. Compared with 2019, during the pandemic for STEMI were observed: a 24% reduction of hospitalizations with an impact on early survival (OR = 1.33 in-hospital mortality); the time from symptom onset to first medical contact was 91.31 min longer, whereas door-to-balloon time was increased (+5.44 min); after STEMI, the rate of cardiogenic shock was 33% higher; LVEF at discharge was decreased (-3.46); elevated high-sensitivity troponin levels (1.52) on admission. For NSTEMI, in the COVID-19 period, we observed a 31% reduction of hospitalizations and higher in-hospital deaths (OR = 1.34). The highest mortality rates among countries were: Italy OR = 3.71 (high income), Serbia OR = 2.15 (upper middle) and Pakistan OR = 1.69 (lower middle). Later hospital presentation was associated with larger infarctions, as well as with increased cardiogenic shock and in-hospital mortality.
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Juvenile idiopathic arthritis (JIA) is the most common inflammatory chronic disease affecting children and adolescents. Today, there are no specific biomarkers of inflammation. Therefore, it is important to identify new markers as predictors of disease activity. Recently, some researchers have directed their interest toward a protein, calprotectin (CLP), as a potential biomarker. The primary objective of our systematic review and meta-analysis was to analyze the possible role of CLP in JIA. METHOD: A literature search was conducted using PubMed, EMBASE, Scopus, Science Direct on 10 August 2021. The selection of studies was made using the PRISMA 2020 guidelines. Cohen's d with 95% CI and p-value were used as a measure of effect size. The random effects model was used to account for different sources of variation among studies. Heterogeneity was assessed using Q statistics and I2. The publication bias was analyzed and represented by a funnel plot, and funnel plot symmetry was assessed with Egger's test. RESULTS: Our results at follow-up showed a statistically significant difference between patients with active disease compared to patients with inactive disease: 0.39 (0.16; 0.62), p = 0.001; without statistical heterogeneity. Another important aspect that emerged were the differences between the systemic disease form and any form of inactive disease showing a different concentration of calprotectin: 0.74 (0.40; 1.08), p < 0.001; without statistical heterogeneity. On the other hand, meta-regression analyses performed on gender, age, duration of disease, percentage of patients with ANA+ or RF+, medium value of ESR or CRP were not statistically significant. A statistically significant difference in serum calprotectin concentration between patients with JIA and healthy controls were observed. In fact, it presented lower values in the control group. CONCLUSIONS: The use of serum CLP could represent, in the future, a useful tool in JIA in order to stratify disease activity more accurately and may aid a more tailored approach to drug of choice in children with JIA. Further studies are needed to evaluate CLP as a predictor of flare in combination with other potential biomarkers of subclinical disease activity.
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Diabetes mellitus is an important issue for public health, and it is growing in the world. In recent years, there has been a growing research interest on efficacy evidence of the curcumin use in the regulation of glycemia and lipidaemia. The molecular structure of curcumins allows to intercept reactive oxygen species (ROI) that are particularly harmful in chronic inflammation and tumorigenesis models. The aim of our study performed a systematic review and meta-analysis to evaluate the effect of curcumin on glycemic and lipid profile in subjects with uncomplicated type 2 diabetes. The papers included in the meta-analysis were sought in the MEDLINE, EMBASE, Scopus, Clinicaltrials.gov, Web of Science, and Cochrane Library databases as of October 2020. The sizes were pooled across studies in order to obtain an overall effect size. A random effects model was used to account for different sources of variation among studies. Cohen's d, with 95% confidence interval (CI) was used as a measure of the effect size. Heterogeneity was assessed while using Q statistics. The ANOVA-Q test was used to value the differences among groups. Publication bias was analyzed and represented by a funnel plot. Curcumin treatment does not show a statistically significant reduction between treated and untreated patients. On the other hand, glycosylated hemoglobin, homeostasis model assessment (HOMA), and low-density lipoprotein (LDL) showed a statistically significant reduction in subjects that were treated with curcumin, respectively (p = 0.008, p < 0.001, p = 0.021). When considering HBA1c, the meta-regressions only showed statistical significance for gender (p = 0.034). Our meta-analysis seems to confirm the benefits on glucose metabolism, with results that appear to be more solid than those of lipid metabolism. However, further studies are needed in order to test the efficacy and safety of curcumin in uncomplicated type 2 diabetes.
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Glucemia/metabolismo , Curcumina/farmacología , Diabetes Mellitus Tipo 2/tratamiento farmacológico , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Hemoglobina Glucada/metabolismo , Humanos , Ensayos Clínicos Controlados Aleatorios como Asunto , Triglicéridos/sangreRESUMEN
BACKGROUND: Premature infants receiving breastfeed have a lower incidence of NEC than those fed preterm formula. This study aimed: (1) to update a systematic review and meta-analyses to evaluate the relationship between feeding and necrotizing enterocolitis (NEC) in low weight premature infants; (2) to conduct meta-regression analyses by subgroups; (3) to describe geographical distribution of milk banks in the world. METHODS: Papers included in the meta-analysis were updated as of June 2019. Relative risks were used as a measure of effect size. Random effect models were used to account for different sources of variation among studies. For milk banks, the data reviewed by the literature were integrated with the information collected from countries' institutional sites and milk bank networks. RESULTS: Thirty-two papers were included in meta-analysis: six randomized controlled trials (RCTs) and 26 observational studies (OS). The census has found 572 milk banks around in the world. Brazil has the most active milk banks. RCTs meta-analysis indicates a risk reduction of NEC using human milk respect to formula: Relative risk (RR) = 0.62 (0.42-0.93). Seven OS compared quantities lower than human milk or higher than the 50th quantile showing a risk reduction of NEC:RR = 0.51 (0.31-0.85); 3 OS that evaluated human milk versus mixed feeding showing that human milk has a protective role on the development of NEC:RR = 0.74 (0.63-0.91). Results of subgroups analysis show that the risk reduction is statistically significant only for studies in which premature infants are given both their own and donated breastmilk. CONCLUSIONS: The possibility of preserving human milk and promoting donations guarantees an improvement in the health of newborns.
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Lactancia Materna , Enterocolitis Necrotizante/prevención & control , Salud del Lactante , Fenómenos Fisiológicos Nutricionales del Lactante/fisiología , Recién Nacido de Bajo Peso , Recien Nacido Prematuro , Beneficios del Seguro , Bancos de Leche Humana , Leche Humana , Enterocolitis Necrotizante/epidemiología , Humanos , Incidencia , Fórmulas Infantiles , Recién Nacido , Estudios Observacionales como Asunto , Ensayos Clínicos Controlados Aleatorios como Asunto , RiesgoRESUMEN
BACKGROUND: Diabetes is increasing by 3.09% per year in males and 1.92% in females. Lifestyle risk factors are related to diabetes. The aim of this work is to highlight within EU-28 countries the distribution percentages of some lifestyle risk factors and some components of diabetes health care. METHODS: A literature search was conducted to highlight the presence of diabetes registries, which are fundamental tools for disease surveillance and health planning; the presence of a national diabetes plan (NDP); the care setting; and methods used for reimbursement of drugs, devices, and coverage of any comorbidities associated with diabetes. A multiple correspondence analysis (MCA) was carried out to evaluate the possible associations between the variables considered. RESULTS: The highest percentages of diabetes (>10%) are registered in Bulgaria, Malta, and Hungary. Concerning the prevalence of overweight, no European country shows overall percentages of less than 50%. Regarding obesity, 57% of countries show prevalence rates of 25%. The record for physical inactivity belongs to Malta, with 45% of individuals being inactive. The percentage of physical inactivity for females is higher than for males across Europe. In total, 57% of the countries have an insurance-based health system, while 12 countries have public national health systems. Further, 57% of countries have an NDP, while 42% of the EU countries have established a prevalence register for diabetes. Conclusions. Prevalence rates for type 2 DM in the range of 8-9% are noted in 50% of EU-28 countries. In total, 21 out of EU countries show a high prevalence rate for overweight, while 7% of EU-28 countries have an obesity prevalence rate of 25%. Diabetes treatment is entrusted to general practitioners in most countries. The results of this work highlight the differences between countries, but also between genders.
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Índice de Masa Corporal , Atención a la Salud , Diabetes Mellitus Tipo 2 , Conductas Relacionadas con la Salud , Planificación en Salud , Estilo de Vida , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Mellitus Tipo 2/etiología , Diabetes Mellitus Tipo 2/terapia , Europa (Continente)/epidemiología , Unión Europea , Ejercicio Físico , Femenino , Humanos , Seguro de Salud , Masculino , Programas Nacionales de Salud , Obesidad/complicaciones , Sobrepeso , Prevalencia , Sistema de Registros , Factores de Riesgo , Conducta SedentariaRESUMEN
We evaluated risk factors such as socio-demographic characteristics, smoking habits and alcohol consumption, associated with hypertension, diabetes and obesity in psoriasis patients, in order to plan health education programs that could prevent the onset or progression of co-morbidities. The study population consisted of 1376 patients with psoriasis who were consecutively recruited at 21 Italian Departments of Dermatology. Information concerning socio-demographic variables, smoking and alcohol consumption, and the presence of chronic disorders such as hypertension, type 2 diabetes and obesity was collected. The risk of co-morbidities according to the various exposure variables was calculated using logistic regression models. Psoriasis patients living in extremely urban areas showed the highest risk of diabetes (OR = 1.99, 95% CI 1.06-5.23) and obesity (OR = 2.60, 95% CI 1.10-16.12), as compared to patients living in rural areas. The OR for hypertension was higher for smokers (> 15 cigarettes per day, OR = 1.37, 95% CI 1.01-2.03) and drinkers (> 2 glasses/day of wine, OR = 2.11, 95% CI 1.31-3.40). The OR for diabetes or obesity was higher for drinkers: 1 drink/day (OR = 1.93, 95% CI 1.01-3.67) and > 1 drink/day of spirits (OR = 2.90, 95% CI 1.43-5.82), respectively. The results of our survey highlight the need to detect psoriasis patients with different susceptibilities to co-morbidities in order to plan specific health campaigns aimed at changing people's lifestyles with respect to smoking, drinking and diet.
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Consumo de Bebidas Alcohólicas/epidemiología , Diabetes Mellitus Tipo 2/epidemiología , Hipertensión/epidemiología , Obesidad/epidemiología , Psoriasis/epidemiología , Fumar/epidemiología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Comorbilidad , Demografía , Femenino , Humanos , Italia/epidemiología , Masculino , Persona de Mediana Edad , Población , Factores de Riesgo , Encuestas y Cuestionarios , Adulto JovenRESUMEN
A stroke is one of the most prevalent cardiovascular diseases worldwide, both in high-income countries and in medium and low-medium income countries. The World Health Organization's (WHO) report on non-communicable diseases (NCDs) indicates that the highest behavioral risk in NCDs is attributable to incorrect nutrition. The objective of our work is to present an overview of meta-analyses that have investigated the impact of different foods and/or drinks in relationship with the risk of stroke events (ischemic/hemorrhagic). The papers to be included in the overview were found in MEDLINE, EMBASE, Scopus, Clinicaltrials.gov, Web of Science, and Cochrane Library and were selected according to the preferred reporting items for systematic reviews and meta-analyses (PRISMA) flow chart. Quality assessment were made according to the AMSTAR 2 scale. This overview shows that all primary studies came from countries with high income levels. This evidence shows that many countries are not represented. Therefore, different lifestyles, ethnic groups, potentially harmful or virtuous eating habits are not reported. It is important to underline how the choose of foods may help reduce the risk of cardiovascular diseases and stroke in particular.
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Dieta/efectos adversos , Estilo de Vida , Accidente Cerebrovascular/etiología , Enfermedades Cardiovasculares , Humanos , Renta , Metaanálisis como AsuntoRESUMEN
BACKGROUND: Over recent years the public health system has shown increasing interest in patients' views for use as guideline criteria in evaluating the quality of assistance above all for those patients with chronic diseases. Hence the interest in psoriasis, which is a chronic disease frequently associated with diabetes mellitus, hypertension, obesity, and cardiovascular diseases. The aims of our study were to describe clinic characteristics of patients with psoriasis, the quality of the assistance perceived by patients arrived at outpatients clinics and the information received, in order to identify areas in Italy requiring improvement. METHODS: 1954 patients, aged between 18 and 85 years, were consecutively enrolled at outpatients clinics across 21 Italian provinces over the period December 2004-January 2006. A standardized questionnaire was developed in collaboration with an Italian Association of Psoriatic Patients (A.DI.PSO) and tested in a pilot study. The questionnaire was divided into three sections: the first section included social, demographic and individual variables; the second concerned the quality of the assistance perceived by the patients at public dermatologic clinics and the third focused on the need of information requirements of patients with psoriasis. The chi2 test was used to estimate the association between the categorical variables under study. Kruskal-Wallis test was applied to the interval and ordinal variables. RESULTS: The presence of psoriatic arthritis was reported in 26.0% of patients. Associated chronic diseases included depression (15.4%), hypertension (13.3%), obesity (8.9%) and type 2 diabetes mellitus (7.3%). The study highlighted the need of improvements of health care services at public dermatologic clinics especially in overcoming architectonic barriers and reducing appointment wait-times, particularly in South Italy. However, patients reported a positive relationship with Health System employers due to the confidentiality. This positive impression was confirmed by the observation that dermatologists were considered the best source of information about therapies on psoriasis. CONCLUSION: Our study allowed to identify critical aspects which could be tackled through initiatives with the aim of improving these emerged needs.
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Necesidades y Demandas de Servicios de Salud , Educación del Paciente como Asunto , Psoriasis/terapia , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Distribución de Chi-Cuadrado , Femenino , Investigación sobre Servicios de Salud , Humanos , Italia/epidemiología , Masculino , Persona de Mediana Edad , Proyectos Piloto , Psoriasis/epidemiología , Estadísticas no Paramétricas , Encuestas y CuestionariosRESUMEN
The association between inflammatory bowel disease (IBD) and colorectal cancer (CRC) is being increasingly investigated. HtrA1 overexpression inhibits cell growth and proliferation by influencing apoptosis, invasiveness and migration of tumour cells. In the present study, HtrA1 expression was analysed in 228 colon tissue samples from patients with CRC, adenoma with high-grade dysplasia (AHD), adenoma with low-grade dysplasia (ALD), ulcerative colitis of >10 year duration (UCL), ulcerative colitis of <5 year duration (UCS) and colonic diverticulitis (D), and was compared with its expression in normal colon tissues (NCTs) collected 5 cm from the CRC lesion and in healthy colon mucosa (HC), to establish whether HtrA1 can serve as a biomarker for these conditions. All tissue specimens came from Italian Caucasian subjects. The main finding of the present study was that HtrA1 expression was significantly reduced in CRC and UCL tissues compared with that observed in both NCT and HC samples and with tissues from the other patients. In particular, a similar HtrA1 expression was detected in the stromal compartment of UCL and CRC samples. In contrast, the HtrA1 level was significantly lower (p=0.0008) in UCL compared with UCS tissues, suggesting an inverse relationship between HtrA1 expression and ulcerative colitis duration. HtrA1 immunostaining in the stromal compartment of AHD and ALD tissues showed no differences compared with the HC tissues. No data are available on the immunohistochemical localization of HtrA1 in CRC or IBD. The present findings suggest that HtrA1 could serve as a marker to identify UCL patients at high risk of developing CRC.
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Adenoma/patología , Colitis Ulcerosa/patología , Neoplasias Colorrectales/patología , Diverticulitis del Colon/patología , Serina Peptidasa A1 que Requiere Temperaturas Altas/metabolismo , Adulto , Anciano , Biomarcadores/metabolismo , Biopsia , Colitis Ulcerosa/complicaciones , Colon/patología , Neoplasias Colorrectales/etiología , Diverticulitis del Colon/complicaciones , Femenino , Humanos , Inmunohistoquímica , Mucosa Intestinal/patología , Masculino , Persona de Mediana Edad , Factores de TiempoRESUMEN
OBJECTIVE: This study focuses on the evaluation of some infectious diseases as risk determinants of type I diabetes mellitus (DM). METHODS: A population-based case-control study was carried out by referring to the type I DM population-based register of the Abruzzo region of Italy as it includes all type I DM cases since January 1 1990, the point at which the register became operative. The pediatric population (age: 0-14), living in the same municipalities of the cases, was selected as the control population. Data were collected through questionnaires submitted by a physician to parents of cases and controls. Conditional logistic regression models were used to evaluate association between determinants and onset of type I DM. RESULTS: The risk of diabetes for children exposed to only one infection (morbilli, parotitis, rubella, pertussis or varicella) is not statistically significant: OR: 0.778; CI: 0.427-1.370. On the contrary, when two infections are contracted statistically significant results occur: OR: 2.375; CI: 1.149-4.914; for more than two infections values are: OR: 6.786; CI: 2.881-17.877. No substantial difference in odds ratios (ORs) after adjustment for confounding variables was found. A significant decrease in OR was noted for pertussis and MMR vaccinations, respectively: OR: 0.015; CI: 0.001-0.251; OR: 0.400; CI: 0.201-0.799. CONCLUSIONS: Since the higher the number of contracted infections, the higher the risk of diabetes, contracted infections can be considered potential accelerating factors of clinical manifestation of type I DM. Therefore multiple exposures might speed up the onset of diabetes in children. This study suggests the utility of applying the risk model method to wider populations, especially if the geographical variability of standardised incidence rates of type I DM in pediatric age is taken into consideration.