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1.
Pediatr Surg Int ; 40(1): 118, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38698156

ABSTRACT

PURPOSE: We aimed to examine the effectiveness of mother milk exosomes in treating corrosive esophageal burns. MATERIALS AND METHODS: 32 rats were separated into four equal groups and weighed individually before the procedure. A corrosive esophageal burn model was created with 12.5% sodium hydroxide by a 3F Fogarty catheter. Group 1 did not apply any process or treatment, Group 2 was burned, and no treatment was performed. Group 3 was burned, and then 0.5 cc/day of mother milk exosome extract was given. Group 4 was not applied any process, and 0.5 cc/day mother milk exosome extract was given. All rats were weighed again and sacrificed. Biopsy samples were sent to the pathology laboratory for histopathological examination (in terms of inflammation, fibrosis, and necrosis).Kindly check and confrm all email ids.The e-mail addresses and affiliation of all authors were checked. Affiliation departments are as stated on the title page. There is no change. RESULTS: A significant difference was found in the results of inflammation and fibrosis. There was a meaningful difference in fibrosis between the 2nd and 3rd groups. There was weight gain in groups 1, 3 and 4. Statistical evaluations for each group were significant. CONCLUSION: It was observed that breast milk exosomes may be effective in inflammation and fibrosis formation in treating corrosive esophageal burns. This suggested that breast milk exosomes reduce stricture formation due to esophageal corrosion.Please confirm if the author names are presented accurately and in the correct sequence (given name, middle name/initial, family name). Author 1 Given name: [specify authors given name] Last name [specify authors last name]. Also, kindly confirm the details in the metadata are correct.The names and affiliation of all authors were checked. Affiliation departments are as stated on the title page. There is no change. Also we confirm the details in the metadata.


Subject(s)
Burns, Chemical , Disease Models, Animal , Exosomes , Animals , Rats , Burns, Chemical/therapy , Esophagitis/chemically induced , Esophagitis/pathology , Caustics/toxicity , Milk, Human , Female , Sodium Hydroxide/toxicity , Esophagus/pathology , Male
2.
J Recept Signal Transduct Res ; : 1-8, 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38647103

ABSTRACT

Kisspeptin is an important hormone involved in the stimulation of the hypothalamo-pituitary gonadal (HPG) axis. The HPG axis can be suppressed in certain conditions such as stress, which gives rise to the activation of the hypothalamo-pituitary-adrenal (HPA) axis. However, the physiological role of kisspeptin in the interaction of HPG and HPA axis is not fully understood yet. This study was conducted to investigate the possible effects of central kisspeptin injection on HPG axis as well as HPA axis activity. Adult male Wistar rats were randomly divided into seven groups as followed: sham (control), kisspeptin (50 pmol), P234 (1 nmol), kisspeptin + p234, kisspeptin + antalarmin (0.1 µg), kisspeptin + astressin 2B (1 µg), and kisspeptin + atosiban (300 ng/rat) (n = 10 each group). At the end of the experiments, the hypothalamus, pituitary, and serum samples of the rats were collected. There was no significant difference in corticotropic-releasing hormone immunoreactivity in the paraventricular nucleus of the hypothalamus, serum adrenocorticotropic hormone, and corticosterone levels among all groups. Moreover, no significant difference was detected in pituitary oxytocin level. Serum follicle-stimulating hormone and luteinizing hormone levels of the kisspeptin, kisspeptin + antalarmin, and kisspeptin + astressin 2B groups were significantly higher than the control group. Serum testosterone levels were significantly higher in the kisspeptin kisspeptin + antalarmin, kisspeptin + astressin 2B, and kisspeptin + atosiban groups compared to the control group. Our findings suggest that central kisspeptin injection causes activation in the HPG axis, but not the HPA axis in male rats.

3.
North Clin Istanb ; 10(5): 602-608, 2023.
Article in English | MEDLINE | ID: mdl-37829744

ABSTRACT

OBJECTIVE: Atopic diseases are the most common chronic conditions in childhood. The best treatment for allergic disease is possible with early diagnosis. The purpose of the study was to assess the predictive value of total immunoglobulin E (IgE) and eosinophil levels for allergy test positivity in patients diagnosed with asthma, allergic rhinitis (AR), atopic dermatitis (AD), and food allergy (FA). METHODS: Pediatric patients between 0 and 18 years old diagnosed with asthma, AR, AD, and FA were included in the study. Demographic characteristics of the patients, total IgE, eosinophil (absolute and %) values, specific igE (SPIGE), and skin prick test (SPT) results were recorded. RESULTS: The data of 2665 patients were evaluated in the study. Of the patients, 58.6% were male, whereas 41.4% were female. The median age of the children was significantly higher both in SPT-positive and SPIGE-positive patients (p<0.001). If the criteria positivity is accepted as total IgE value is ≥104.5 (for AD: 86.5, asthma: 116.5, AR: 120.5, FA: 42.5) and absolute eosinophil ≥500 and/or eosinophil (%) ≥5%; test positivity was higher for each disease and all patients (p<0.001). CONCLUSION: Total IgE and eosinophil levels can be used to identify atopy in patients with symptoms of AD, asthma, and AR. Total IgE and eosinophil values are suitable and easily obtainable parameters for better evaluation of health-care resources for the diagnosis and follow-up of atopic illnesses.

4.
Life Sci ; 306: 120781, 2022 Oct 01.
Article in English | MEDLINE | ID: mdl-35835252

ABSTRACT

AIMS: Prolonged Endoplasmic Reticulum Stress (ERS) is involved in the pathogenesis of metabolic syndrome, including type-2 diabetes mellitus, cardiovascular diseases, atherosclerosis, obesity, and fatty liver disease. There have been significant efforts to discover molecules to treat ERS and/or to ameliorate associate symptoms. In this study, we investigated the effect of 7,8-Dihydroxyflavone (7,8-DHF) on ERS in liver and pancreas tissues in a cafeteria (CAF) diet induced metabolic syndrome model. MAIN METHODS: Male C57BL/6 mice were fed CAF diet for 16 weeks and 7,8-DHF was administered intraperitoneally (5 mg/kg/day) for last four weeks. 78-kDa glucose-regulated protein (GRP78) and C/EBP homologous protein (CHOP) in liver and pancreas tissues, insulin and interleukin-1ß (IL-1ß) in serum were analyzed by ELISA method and serum biochemistry parameters were analyzed with autoanalyzer. GRP78 and CHOP gene expression levels were determined by qRT-PCR. In addition, histopathological analyzes were performed on liver and pancreas tissues. KEY FINDINGS: Findings revealed that CAF diet caused metabolic abnormalities, insulin resistance and inflammation in serum and triggered ERS in pancreas and liver tissues. 7,8-DHF treatment significantly reduced metabolic abnormalities by reducing serum biochemical parameters, HOMO-IR and IL-1ß levels. qRT-PCR and ELISA results indicated that 7,8-DHF treatment down-regulated GRP78 and CHOP expression and protein levels in the liver and GRP78 expression in pancreas. Efficiency of 7,8-DHF in these tissues was also demonstrated by histopathological tests. SIGNIFICANCE: In conclusion, CAF diet-induced metabolic syndrome model, 7,8-DHF suppressed ERS and ERS-induced metabolic disorders in both liver and pancreas. Therefore, 7,8-DHF may potentially be a novel therapeutic compound to ameliorate ERS and related metabolic symptoms.


Subject(s)
Endoplasmic Reticulum Stress , Metabolic Syndrome , Animals , Apoptosis , Diet, High-Fat/adverse effects , Flavones , Male , Metabolic Syndrome/drug therapy , Metabolic Syndrome/etiology , Mice , Mice, Inbred C57BL
5.
Pediatr Pulmonol ; 57(7): 1693-1700, 2022 07.
Article in English | MEDLINE | ID: mdl-35460332

ABSTRACT

AIM: We aimed to assess the impact of COVID-19 on asthma exacerbations and to compare the severity of symptoms of SARS-CoV-2 infection of asthmatic children with those of healthy children. METHODS: The clinical course of COVID-19 was compared among 89 children with asthma and 84 healthy children with age- and gender-matched. Demographic factors, severity of asthma, duration of asthma, presence of atopy, type of treatment, and compliance to treatment in asthmatic children on clinical course of infection and to determine the risk factors for severe course for asthma exacerbation during COVID-19 were evaluated retrospectively. Demographic characteristics, clinical symptoms, duration of complaints, and hospitalization rates were statistically compared between the two groups. RESULTS: Both groups had similar rates of symptomatic disease, hospitalization, and duration of fever. Among children with asthma mean age was 10.3 years, 59.6% were male, and 84.3% had mild asthma. Dyspnea was more prevalent in asthmatic children (p:0.012), but other clinical findings were not different from those of healthy controls. 12.4% (n:11) of asthmatic children had asthma exacerbation, 2.2% (n:2) of them were hospitalized; one (1.1%) of which was due to asthma exacerbation. CONCLUSION: The course of COVID-19 in patients with mild to moderate asthma, who were followed up regularly and who were compliant with their treatment, was similar to their healthy peers. Since there was no severe asthma case in our study, the results could not have been generalized to all asthmatic patients. Further comprehensive and multicenter studies are required in pediatric population.


Subject(s)
Asthma , COVID-19 , Asthma/complications , Asthma/diagnosis , Asthma/epidemiology , COVID-19/complications , Child , Female , Hospitalization , Humans , Male , Retrospective Studies , SARS-CoV-2
6.
Eur J Ophthalmol ; 32(6): 3556-3563, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35243922

ABSTRACT

OBJECTIVE: To evaluate changes in retrobulbar ocular blood flow parameters by using Colour Doppler Imaging (CDI) and changes in foveal microvasculature by using Optical Coherence Tomography Angiography (OCTA) in pediatric obese patients and to compare them with a group of healthy children. METHODS: Children diagnosed with obesity without hypertension and diabetes (39 subjects, obese group) and age-matched healthy controls (26 subjects, control group) underwent CDI and OCTA imaging. Peak systolic velocity, end-diastolic velocity and resistivity index from ophthalmic, central retinal and posterior ciliary arteries on CDI; superficial and deep capillary plexus vascular density and foveal avascular zone area on OCTA imaging were obtained in each group. Central foveal and subfoveal choroidal thicknesses were also measured. CDI and OCTA parameters were compared between two groups. RESULTS: Peak systolic and end-diastolic velocities were found to be significantly lower in obese children than in controls in all three examined arteries (p < 0.05). Resistivity index values were similar between the groups. OCTA imaging did not reveal significant changes in superficial and deep capillary plexus vascular densities and foveal avascular zone area across analysed retinal regions between the groups. Subfoveal choroid was thicker in obese group than in control group (325.89 ± 52.77 µm vs. 304.52 ± 21.76 µm, p = 0.04). CONCLUSION: An apparent decrease was present in retrobulbar hemodynamics in obese children. This arises the possibility of early ocular macrovascular compromise rather than retinal microvascular impairment in childhood obesity.


Subject(s)
Pediatric Obesity , Retinal Vessels , Child , Fluorescein Angiography/methods , Hemodynamics , Humans , Microvessels , Pediatric Obesity/complications , Retina , Tomography, Optical Coherence/methods
7.
Pediatr Infect Dis J ; 41(2): 97-101, 2022 02 01.
Article in English | MEDLINE | ID: mdl-34711787

ABSTRACT

BACKGROUND: We aimed to compare the clinical and laboratory characteristics and imaging methods of patients diagnosed with preseptal cellulitis and orbital cellulitis in the pediatric age group. METHODS: The study was designed retrospectively, and the medical records of all patients who were hospitalized with the diagnosis of preseptal cellulitis and orbital cellulitis were reviewed. The findings of preseptal cellulitis and orbital cellulitis groups were compared. The risk factors for the development of orbital involvement were analyzed. RESULTS: A total of 123 patients were included, 90.2% with preseptal cellulitis and 9.8% with cellulitis. The male gender ratio was 60.2%, and the mean age was 72 ± 43 months. While all patients had eyelid swelling and redness, 20.3% had fever. Ocular involvement was 51.2% in the right eye and 4.9% in both eyes. The most common predisposing factor was rhinosinusitis (56.1%). Radiologic imaging (computed tomography/magnetic resonance imaging) was performed in 83.7% of the patients. Subperiostal abscess was detected in 7 cases (5.6%) in which three of the cases were managed surgically and four were treated with medically. The levels of C-reactive protein were significantly higher in patients with orbital involvement (P = 0.033), but there was no difference between the presence of fever, leukocyte and platelet values. CONCLUSIONS: Rhinosinusitis was the most common predisposing factor in the development of preseptal cellulitis and orbital cellulitis. Orbital involvement was present in 9.8% of the patients. It was determined that high C-reactive protein value could be used to predict orbital involvement.


Subject(s)
Eyelid Diseases , Orbital Cellulitis , Abscess/complications , Abscess/epidemiology , Adolescent , C-Reactive Protein/analysis , Child , Child, Preschool , Eyelid Diseases/complications , Eyelid Diseases/diagnosis , Eyelid Diseases/epidemiology , Female , Humans , Infant , Magnetic Resonance Imaging , Male , Orbital Cellulitis/complications , Orbital Cellulitis/diagnosis , Orbital Cellulitis/epidemiology , Retrospective Studies , Rhinitis/complications , Rhinitis/epidemiology , Sinusitis/complications , Sinusitis/epidemiology , Tomography, X-Ray Computed , Turkey
8.
Turk J Pediatr ; 63(4): 575-583, 2021.
Article in English | MEDLINE | ID: mdl-34449139

ABSTRACT

BACKGROUND: Real time shear-wave elastography (SWE) is a non-invasive imaging method which can quantitatively assess liver stiffness. Obesity and its complication are increasing with improving lifestyles in our century. We evaluated the performance of SWE for detecting liver changes (fatty liver, steatohepatitis) in obese and overweight children, in addition to this, we determined the diagnostic accuracy and clinical usefulness of SWE in non-alcoholic fatty liver disease (NAFLD). METHODS: Obese and overweight 41 children within the age range of 6-15 years were included in this singlecenter prospective study. Biochemical evaluation for aspartate aminotransferase (AST), alanine aminotransferase (ALT), triglyceride (TG), total cholesterol (TC) levels, as well as conventional ultrasound and SWE of the liver were performed in the patient group. These values were compared with values of 25 normal weight and healthy children in the age range of 6-16 years. RESULTS: The mean SWE values was 13.7 ± 5.5 kiloPascal (kPa) and 2.03 ± 0.35 meter/second (m/s) in patient group and 7.99 ± 2.81 kPa and 1.62 ± 0.21 m/s in control group (p < 0.01). The receiver-operating characteristics (ROC) analysis was performed to determine the optimum cut-off value for elastography values (kPa) to evaluate liver changes; area under the curve was 87.5% (95% CI 79.3-95.8). When the cutoff value was set as 10.45 kPa, the sensitivity and the specificity was 69.2% and 100%, respectively. We could not observe a statistically significant difference when we compared the elastography values (kPa and m/s) according to presence of hepatosteatosis (p=0.581 and 0.172). There were no significant correlations between SWE and AST, ALT values. CONCLUSIONS: SWE may be a useful and accurate imaging method to evaluate liver changes and monitor NAFLD in obese and overweight children.


Subject(s)
Elasticity Imaging Techniques , Non-alcoholic Fatty Liver Disease , Adolescent , Child , Humans , Liver/diagnostic imaging , Liver/pathology , Liver Cirrhosis/pathology , Non-alcoholic Fatty Liver Disease/diagnostic imaging , Obesity , Prospective Studies
9.
Eur J Pediatr ; 180(8): 2443-2452, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33811535

ABSTRACT

This study aimed to determine the prevalence of infantile functional gastrointestinal disorders (FGIDs) based on Rome IV diagnostic criteria, and to determine the associated patient demographic and nutritional characteristics. A total of 2383 infants aged 1-12 months which were evaluated by 28 general pediatricians and pediatric gastroenterologists on the same day at nine tertiary care hospitals around Istanbul, Turkey, between November 2017 and March 2018, were included in the study. Patients included consulted the pediatric outpatient clinics because of any complaints, but not for vaccines and/or routine well child follow-ups as this is not part of the activities in the tertiary care hospitals. The patients were diagnosed with FGIDs based on Rome IV diagnostic criteria. The patients were divided into a FGID group and non-FGID group, and anthropometric measurements, physical examination findings, nutritional status, risk factors, and symptoms related to FGIDs were evaluated using questionnaires. Among the 2383 infants included, 837 (35.1%) had ≥1 FGIDs, of which 260 (31%) had already presented to hospital with symptoms of FGIDs and 577 (69%) presented to hospital with other symptoms, but were diagnosed with FGIDs by a pediatrician. Infant colic (19.2%), infant regurgitation (13.4%), and infant dyschezia (9.8%) were the most common FGIDs. One FGID was present in 76%, and ≥2 FGIDs were diagnosed in 24%. The frequency of early supplementary feeding was higher in the infants in the FGID group aged ≤6 months than in the non-FGID group (P = 0.039).Conclusion: FGIDs occur quite common in infants. Since early diversification was associated with the presence of FGIDs, nutritional guidance and intervention should be part of the first-line treatment. Only 31% of the infants diagnosed with a FGID were presented because of symptoms indicating a FGID. What is Known: • The functional gastrointestinal disorders (FGIDs) are a very common disorder and affect almost half of all infants. • In infants, the frequency of FGIDs increases with mistakes made in feeding. When FGIDs are diagnosed in infants, nutritional support should be the first-line treatment. What is New: • This study shows that only a third of children presented to hospital because of the symptoms of FGIDs, but pediatricians were able to make the diagnosis in suspected infants after appropriate evaluation. • The early starting of complementary feeding (<6 months) is a risk factor for the development of FGIDs.


Subject(s)
Colic , Gastrointestinal Diseases , Child , Colic/diagnosis , Colic/epidemiology , Colic/etiology , Cross-Sectional Studies , Gastrointestinal Diseases/diagnosis , Gastrointestinal Diseases/epidemiology , Gastrointestinal Diseases/etiology , Humans , Infant , Infant, Newborn , Prevalence , Surveys and Questionnaires , Tertiary Care Centers , Turkey/epidemiology
10.
Gen Physiol Biophys ; 39(5): 471-479, 2020 Sep.
Article in English | MEDLINE | ID: mdl-33084600

ABSTRACT

7,8-Dihydroxyflavone (7,8-DHF) is a natural flavonoid compound that act as Trk-B agonist. 7,8-DHF is also a potent antioxidant. When applied systematically, 7,8-DHF can pass through blood-brain barrier and exhibit potential therapeutic effects in several animal models of neurodegenerative disorders. This study investigates the remedial effects of 7,8-DHF on behavioral impairments and biochemical changes associated with aging with a species emphasis on cortex. For this purpose three experimental groups were formed which are young control group, old group and old-DHF groups. 5 mg/kg 7,8-DHF was administered intraperitoneally to old-DHF group for 3 weeks. We assessed the hang wire and adhesive removal performances of mice. Also, oxidative stress, neuroinflammation and synaptic protein levels in the cortex were measured. We observed that chronic administration of 7,8-DHF improved behavioral performance of old mice. Besides, 7,8-DHF reversed MDA level which was increased in old control animals. However, 3 weeks application of 7,8-DHF failed to recover the levels of neuroinflammation markers (TNF-α and IL-6) and synaptic proteins (PSD-95 and Synaptophysin) which were reduced in old group. These findings demonstrate that improvement of age-dependent behavioral impairments and MDA levels by 7,8-DHF could be attributed to its antioxidant actions.


Subject(s)
Aging , Antioxidants/pharmacology , Flavones , Lipid Peroxidation , Animals , Behavior, Animal , Flavones/pharmacology , Malondialdehyde , Mice , Neurodegenerative Diseases
11.
Sisli Etfal Hastan Tip Bul ; 53(2): 165-171, 2019.
Article in English | MEDLINE | ID: mdl-32377077

ABSTRACT

OBJECTIVES: The aim of this study was to evaluate factors that affected decisions regarding breastfeeding and complementary feeding practices in children aged 24 to 48 months. METHODS: Children aged 24 to 48 months who were presented at the outpatient clinic of a single hospital over a 6-month period were included in the study. Children who were born prematurely, hospitalized in the neonatal intensive care unit, and those with a chronic disease were excluded. A questionnaire was administered to parents who provided consent. Data related to demographic characteristics, socioeconomic status, and infant nutrition practices were collected and analyzed. RESULTS: A total of 100 cases were included. The distribution of the gender of the children was 49% female and 51% male, and the mean age was 36.2±7.8 months. The mean duration of exclusive breastfeeding was 4.83±1.23 months, the mean length of total breastfeeding was 17.65±8.44 months, and the mean initiation of complementary feeding was 5.71±1.23 months of age. The most frequent reason provided for the cessation of breastfeeding was the mother's decision to wean. The duration of exclusive breastfeeding and the total length of breastfeeding feeding was significantly shorter among children who were born by cesarean section, and those who used a pacifier and or feeding bottle. Non-working mothers used formula for a longer period (p=0.043) and introduced solid foods and the use of utensils later than other mothers (p=0.001, p=0.03, respectively). Complementary food was provided to the infants of families whose monthly income level was less than TL 1000 earlier than in higher income level groups (p=0.04). The results of this study also showed that complementary food choices were most influenced by older members of the family and members of the mother's immediate circle (42%) and healthcare professionals (36%). Mothers who received information about the addition of complementary food did not demonstrate a significantly different length of time devoted to exclusive breastfeeding; however, the duration of breastfeeding overall, alone and in combination with solid foods, increased (p=0.03). CONCLUSION: Before the birth, families should be informed and prepared regarding the necessity of exclusive breastfeeding for the first 6 months and the continuation of breastfeeding until 2 years of age, the potential impact of relevant factors related to the type of birth, and the potentially negative effects of the use of a pacifier or bottle. All members of the family, particularly mothers and close relatives, should be advised about proper complementary feeding techniques, including the need to increase the consistency of food gradually, introducing solid foods before the 10th month, and using natural, home-cooked items instead of prepared foods. The appropriate information and guidance should be provided to all families with consideration for their education level, social environment, and life conditions.

12.
Sisli Etfal Hastan Tip Bul ; 52(3): 220-223, 2018.
Article in English | MEDLINE | ID: mdl-32595402

ABSTRACT

Acute hemorrhagic edema of infancy is a leukocytoclastic small vessel vasculitis of young children that is limited to the skin, generally has a benign course without systemic involvement, and does not require treatment. It is characterized by fever, edema of the lower extremities, and wide purpuric rash of the skin. It typically affects infants aged 6-24 months with a history of recent respiratory system illness. An 11-month-old and a 57-month-old cases with acute hemorrhagic edema of infancy who concurrently have a lower respiratory system infection are presented in this case report.

13.
Neurosciences (Riyadh) ; 20(4): 336-40, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26492111

ABSTRACT

OBJECTIVE: To examine the incidence of restless legs syndrome (RLS) among children with iron deficiency, or iron deficiency anemia, or both, and the relationship between RLS prevalence and serum ferritin levels. METHODS: This prospective, cross-sectional, case controlled study was carried out between January and June 2013, and included 98 iron deficiency and/or iron deficiency anemia, and 102 healthy children referred to the Neurology and Pediatric Departments of the Medical Faculty of Bezmialem Vakif University, Istanbul, Turkey. Both groups were evaluated according to the International Restless Legs Syndrome Study Group diagnostic criteria. RESULTS: The range of ferritin levels was 0.01-12 mg/ml in patients while it was 12.3-91.8 mg/mL in the control group. Restless legs syndrome was detected in 61.2% of children with iron deficiency anemia, and in 37.3% of children with normal biochemistry values. A statistically significant correlation was found between serum ferritin levels and frequency of RLS. In patients with serum ferritin levels higher than 50 ng/ml, 92.3% had no RLS, while 55.2% of patients with serum ferritin levels lower than 50 ng/ml had RLS. The patients with serum ferritin levels of > 50 ng/ml had a significantly higher incidence of RLS. Serum ferritin levels were significantly different between the 2 groups. CONCLUSION: The incidence of RLS, also known as Willis-Ekbom Disease, is high in children aged between 8-18 years with iron deficiency, or iron deficiency anemia, or both. This finding supports the importance of iron replacement therapy especially during the growth and development of children.


Subject(s)
Anemia, Iron-Deficiency/complications , Ferritins/blood , Restless Legs Syndrome/blood , Restless Legs Syndrome/epidemiology , Adolescent , Case-Control Studies , Child , Cross-Sectional Studies , Female , Humans , Immunoassay , Incidence , Luminescent Measurements , Male , Prospective Studies , Turkey/epidemiology
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