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1.
Oral Dis ; 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38888032

ABSTRACT

OBJECTIVE: This study evaluated the influence of a single educational intervention on the perception and knowledge of strategies for communicating oral cancer diagnoses. METHODS: A educational intervention, 72 dentists and 41 dental undergraduates participated in the 'Maio Vermelho Project', a continuing education activity. Participants completed a 14-question online questionnaire concerning their experiences and perceptions of delivering difficult news. The educational intervention featured an interview illustrating the SPIKES protocol, broadcast on YouTube. RESULTS: Participants had a mean age of 40 years. A minority (21.2%) had encountered or experienced communicating an oral cancer diagnosis. Exposure to lectures on this topic during their education was uncommon (22.1%) but more prevalent among students. After the intervention, confidence in communicating a cancer diagnosis (29.2%) and addressing the patient's family (30.1%) in line with the SPIKES protocol increased. CONCLUSION: A training deficit persists in delivering cancer diagnoses, highlighting the need for educational interventions to empower students and professionals in this critical procedure. Integration of this topic into the dental undergraduate curriculum is imperative. CLINICAL RELEVANCE: Effectively communicating a cancer diagnosis poses challenges to healthcare professionals, impacting treatment outcomes. Implementing educational interventions ensures that professionals are well prepared to navigate this complex task, ultimately improving patient care.

2.
Environ Sci Technol ; 58(16): 6945-6953, 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38588448

ABSTRACT

The characteristics of aviation-induced aerosol, its processing, and effects on cirrus clouds and climate are still associated with large uncertainties. Properties of aviation-induced aerosol, however, are crucially needed for the assessment of aviation's climate impacts today and in the future. We identified more than 1100 aircraft plume encounters during passenger aircraft flights of the IAGOS-CARIBIC Flying Laboratory from July 2018 to March 2020. The aerosol properties inside aircraft plumes were similar, independent of the altitude (i.e., upper troposphere, tropopause region, and lowermost stratosphere). The exhaust aerosol was found to be mostly externally mixed compared to the internally mixed background aerosol, even at a plume age of 1 to 3 h. No enhancement of accumulation mode particles (diameter >250 nm) could be detected inside the aircraft plumes. Particle number emission indices (EIs) deduced from the observations in aged plumes are in the same range as values reported from engine certifications. This finding, together with the observed external mixing state inside the plumes, indicates that the aviation exhaust aerosol almost remains in its emission state during plume expansion. It also reveals that the particle number EIs used in global models are within the range of the EIs measured in aged plumes.

3.
J Leukoc Biol ; 2024 Mar 18.
Article in English | MEDLINE | ID: mdl-38498599

ABSTRACT

Fungal infections present a significant global public health concern, impacting over one billion individuals worldwide and resulting in more than 3 million deaths annually. Despite considerable progress in recent years, the management of fungal infections remains challenging. The limited development of novel diagnostic and therapeutic approaches is largely attributed to our incomplete understanding of the pathogenetic mechanisms involved in these diseases. Recent research has highlighted the pivotal role of cellular metabolism in regulating the interaction between fungi and their hosts. In response to fungal infection, immune cells undergo complex metabolic adjustments to meet the energy demands necessary for an effective immune response. A comprehensive understanding of the metabolic circuits governing antifungal immunity, combined with the integration of individual host traits, holds the potential to inform novel medical interventions for fungal infections. This review explores recent insights into the immunometabolic regulation of host-fungal interactions and the infection outcome and discusses how the metabolic repurposing of immune cell function could be exploited in innovative and personalized therapeutic approaches.

5.
J Clin Pharmacol ; 64(1): 103-110, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37611322

ABSTRACT

The therapeutic approach to inflammatory bowel disease (IBD) is complex, often involving multiple pharmacologic classes. We aimed to evaluate the prevalence of drug-related adverse reactions (ARs) associated with therapies used in pediatric IBD. We conducted a retrospective study of pediatric patients with IBD followed in a tertiary hospital from 2010 to 2022. Ninety-nine patients were included (62.6% were male), with a median age at diagnosis of 13 years (interquartile range [IQR] 11-15 years). The majority had Crohn's disease (69.7%), followed by ulcerative colitis (21.2%) and unclassified IBD (9.1%). The most prescribed therapies were: immunomodulators (n = 75, 75.8%), exclusive enteral nutrition (n = 61, 61.6%), and biologics (n = 58, 58.6%). During a median follow-up time of 31 months (IQR 11-51 months), the incidence of ARs was 16.2% (16 ARs occurred in 14 patients). The main drug involved was azathioprine (12/16) and the most frequent AR was hepatitis (5/16). Drug discontinuation was necessary in all but 1 case. Of the ARs recorded, 75% were mild to moderate and 81.3% did not require specific treatment; all patients had clinical and/or analytical normalization. There was a positive association between the cumulative number of prescribed drugs and the occurrence of ARs (P = .044). The incidence of ARs was similar to the rates reported in the few existing previous studies. The majority of ARs were mild, but implied the discontinuation of therapy or dose reduction, with a possible impact on disease control.


Subject(s)
Colitis, Ulcerative , Crohn Disease , Drug-Related Side Effects and Adverse Reactions , Inflammatory Bowel Diseases , Humans , Male , Child , Adolescent , Female , Retrospective Studies , Inflammatory Bowel Diseases/drug therapy , Colitis, Ulcerative/drug therapy , Crohn Disease/drug therapy , Azathioprine/adverse effects , Drug-Related Side Effects and Adverse Reactions/epidemiology
6.
J Low Genit Tract Dis ; 28(1): 113-115, 2024 Jan 01.
Article in English | MEDLINE | ID: mdl-38117567

ABSTRACT

ABSTRACT: Lymphangioma circumscriptum (LC) is a rare benign condition, with marked dilation of surface lymphatic vessels in the deep and subcutaneous layers. Vulvar LC can become a highly disabling condition with vulvar discomfort, itching, burning and lymph seeping being the dominant symptoms. Biopsy is mandatory for the diagnosis. There is no consensus on the standard treatment for vulvar LC and recurrence is frequent. In complex cases with wide disease location, combination of different treatment options, such as abrasive methods and surgery, may lead to the best clinical and aesthetical result, with extended disease-free periods. We present a patient with a long history of Crohn disease with multiple pelvic surgeries who developed an extensive vulvar LC.


Subject(s)
Crohn Disease , Lymphangioma , Vulvar Neoplasms , Vulvodynia , Female , Humans , Vulvar Neoplasms/diagnosis , Vulvar Neoplasms/surgery , Vulvar Neoplasms/pathology , Crohn Disease/complications , Crohn Disease/diagnosis , Crohn Disease/pathology , Vulva/pathology , Lymphangioma/diagnosis , Lymphangioma/surgery , Lymphangioma/pathology , Vulvodynia/pathology
7.
Article in English | MEDLINE | ID: mdl-38161085

ABSTRACT

OBJECTIVE: This retrospective study analyzed the errors generated by a convolutional neural network (CNN) when performing automated classification of oral lesions according to their clinical characteristics, seeking to identify patterns in systemic errors in the intermediate layers of the CNN. STUDY DESIGN: A cross-sectional analysis nested in a previous trial in which automated classification by a CNN model of elementary lesions from clinical images of oral lesions was performed. The resulting CNN classification errors formed the dataset for this study. A total of 116 real outputs were identified that diverged from the estimated outputs, representing 7.6% of the total images analyzed by the CNN. RESULTS: The discrepancies between the real and estimated outputs were associated with problems relating to image sharpness, resolution, and focus; human errors; and the impact of data augmentation. CONCLUSIONS: From qualitative analysis of errors in the process of automated classification of clinical images, it was possible to confirm the impact of image quality, as well as identify the strong impact of the data augmentation process. Knowledge of the factors that models evaluate to make decisions can increase confidence in the high classification potential of CNNs.


Subject(s)
Neural Networks, Computer , Humans , Cross-Sectional Studies , Retrospective Studies
9.
J. bras. nefrol ; 45(3): 326-334, Sept. 2023. tab
Article in English | LILACS-Express | LILACS | ID: biblio-1521098

ABSTRACT

ABSTRACT Introduction: Rituximab (RTX) is a therapeutic option in pediatric difficult-to-treat idiopathic nephrotic syndrome (NS). We aimed to assess the efficacy and safety of RTX use in these patients. Method: A retrospective study of all patients with idiopathic NS treated with RTX was conducted in a pediatric nephrology division of a tertiary hospital. Demographic, anthropometric, clinical and analytical data were collected prior to treatment and at 6, 12, and 24 months. Results: Sixteen patients were included (11 males), with a median (25th-75th percentile, P25-P75) age at diagnosis of 2 (2.0-2.8) years. Fifteen were steroid-sensitive and 1 was steroid-resistant and sensitive to cyclosporine. The median age at administration of RTX was 10 (6.3-14.0) years. Throughout a median follow-up time of 2.5 (1.0-3.0) years, 6 (37.5%) patients achieved partial remission and 7 (43.8%) had no relapses and were not taking any immunosuppressants at the 24-month follow-up visit. Regarding complications, 1 patient presented persistent hypogammaglobulinemia. Compared with the 12-month period before RTX, there was a decrease in the median number of relapses at 6 and 12 months [3 (3.0-4.0) vs 0 (0-0.8) and 0.50 (0-1.0), respectively; p = 0.001] and in the daily steroids dose (mg/kg/day) at 6, 12, and 24 months [0.29 (0.15-0.67)vs [0.10 (0.07-0.13); p = 0.001], [0.12 (0.05-0.22); p = 0.005] and [0.07(0.04-0.18); p = 0.021]], respectively. There was also a reduction in the median BMI z score at 24 months [2.11 (0.45-3.70) vs. 2.93 (2.01-3.98); p = 0.049]. Conclusion: Our results confirm the efficacy and safety of RTX use in pediatric idiopathic NS and highlight its' potential cardiometabolic benefits.


Resumo Introdução: Rituximabe (RTX) é uma opção terapêutica na síndrome nefrótica (SN) idiopática pediátrica de difícil tratamento. Visamos avaliar eficácia e segurança do uso de RTX nestes pacientes. Método: Realizou-se estudo retrospectivo de todos os pacientes com SN idiopática tratados com RTX, em uma unidade de nefrologia pediátrica de um hospital terciário. Dados demográficos, antropométricos, clínicos e analíticos foram coletados antes do tratamento e aos 6, 12 e 24 meses. Resultados: Incluímos 16 pacientes (11 do sexo masculino), com idade mediana (percentil 25-75, P25-P75) de 2 (2,0-2,8) anos ao diagnóstico. Quinze eram sensíveis a esteroides, e 1 resistente a esteroides e sensível à ciclosporina.A idade mediana na administração do RTX foi 10 (6,3-14,0) anos. Durante um tempo mediano de acompanhamento de 2,5(1,0-3,0) anos, 6 (37,5%) pacientes alcançaram remissão parcial e 7 (43,8%) não tiveram recidivas e não estavam tomando imunossupressor no acompanhamento aos 24 meses. Quanto às complicações,1 paciente apresentou hipogamaglobulinemia persistente. Comparado ao período de12 meses anterior ao RTX, houve diminuição no número mediano de recidivas em 6 e 12 meses [3 (3,0-4,0) vs 0 (0-0,8) e 0,50 (0-1,0), respectivamente; p = 0,001] e na dose diária de esteroides (mg/kg/dia) aos 6, 12 e 24 meses [0,29 (0,15-0,67) >vs [0,10 (0,07-0,13); p = 0,001], [0,12 (0,05-0,22); p = 0,005] e [0,07 (0,04-0,18); p = 0,021], respectivamente. Houve também redução na mediana do escore z do IMC aos 24 meses [2,11 (0,45-3,70) vs 2,93 (2,01-3,98);p = 0,049]. Conclusões: Nossos resultados confirmam a eficácia e segurança do uso de RTX em SN idiopática pediátrica, destacando seus potenciais benefícios cardiometabólicos.

12.
Front Cardiovasc Med ; 10: 1186574, 2023.
Article in English | MEDLINE | ID: mdl-37342444

ABSTRACT

Background: Human umbilical cord matrix-mesenchymal stromal cells (hUCM-MSC) have demonstrated beneficial effects in experimental acute myocardial infarction (AMI). Reperfusion injury hampers myocardial recovery in a clinical setting and its management is an unmet need. We investigated the efficacy of intracoronary (IC) delivery of xenogeneic hUCM-MSC as reperfusion-adjuvant therapy in a translational model of AMI in swine. Methods: In a placebo-controlled trial, pot-belied pigs were randomly assigned to a sham-control group (vehicle-injection; n = 8), AMI + vehicle (n = 12) or AMI + IC-injection (n = 11) of 5 × 105 hUCM-MSC/Kg, within 30 min of reperfusion. AMI was created percutaneously by balloon occlusion of the mid-LAD. Left-ventricular function was blindly evaluated at 8-weeks by invasive pressure-volume loop analysis (primary endpoint). Mechanistic readouts included histology, strength-length relationship in skinned cardiomyocytes and gene expression analysis by RNA-sequencing. Results: As compared to vehicle, hUCM-MSC enhanced systolic function as shown by higher ejection fraction (65 ± 6% vs. 43 ± 4%; p = 0.0048), cardiac index (4.1 ± 0.4 vs. 3.1 ± 0.2 L/min/m2; p = 0.0378), preload recruitable stroke work (75 ± 13 vs. 36 ± 4 mmHg; p = 0.0256) and end-systolic elastance (2.8 ± 0.7 vs. 2.1 ± 0.4 mmHg*m2/ml; p = 0.0663). Infarct size was non-significantly lower in cell-treated animals (13.7 ± 2.2% vs. 15.9 ± 2.7%; Δ = -2.2%; p = 0.23), as was interstitial fibrosis and cardiomyocyte hypertrophy in the remote myocardium. Sarcomere active tension improved, and genes related to extracellular matrix remodelling (including MMP9, TIMP1 and PAI1), collagen fibril organization and glycosaminoglycan biosynthesis were downregulated in animals treated with hUCM-MSC. Conclusion: Intracoronary transfer of xenogeneic hUCM-MSC shortly after reperfusion improved left-ventricular systolic function, which could not be explained by the observed extent of infarct size reduction alone. Combined contributions of favourable modification of myocardial interstitial fibrosis, matrix remodelling and enhanced cardiomyocyte contractility in the remote myocardium may provide mechanistic insight for the biological effect.

13.
Elife ; 122023 05 24.
Article in English | MEDLINE | ID: mdl-37222419

ABSTRACT

Streptococcus pneumoniae is a major pathogen in children, elderly subjects, and immunodeficient patients. Pentraxin 3 (PTX3) is a fluid-phase pattern recognition molecule (PRM) involved in resistance to selected microbial agents and in regulation of inflammation. The present study was designed to assess the role of PTX3 in invasive pneumococcal infection. In a murine model of invasive pneumococcal infection, PTX3 was strongly induced in non-hematopoietic (particularly, endothelial) cells. The IL-1ß/MyD88 axis played a major role in regulation of the Ptx3 gene expression. Ptx3-/- mice presented more severe invasive pneumococcal infection. Although high concentrations of PTX3 had opsonic activity in vitro, no evidence of PTX3-enhanced phagocytosis was obtained in vivo. In contrast, Ptx3-deficient mice showed enhanced recruitment of neutrophils and inflammation. Using P-selectin-deficient mice, we found that protection against pneumococcus was dependent upon PTX3-mediated regulation of neutrophil inflammation. In humans, PTX3 gene polymorphisms were associated with invasive pneumococcal infections. Thus, this fluid-phase PRM plays an important role in tuning inflammation and resistance against invasive pneumococcal infection.


Subject(s)
Inflammation , Pneumococcal Infections , Animals , Mice , Inflammation/metabolism , Neutrophils/metabolism , Phagocytosis , Pneumococcal Infections/genetics , Pneumococcal Infections/metabolism , Streptococcus pneumoniae
14.
Am J Med Sci ; 366(1): 64-70, 2023 07.
Article in English | MEDLINE | ID: mdl-37100347

ABSTRACT

Nuclear protein in testis (NUT) carcinoma is an extremely rare and undifferentiated malignancy characterized by the rearrangement of NUT gene (NUTM1, Nuclear Protein in Testis). NUT carcinoma is a challenging disease which is difficult to diagnose and treat. Due to its rarity, lack of experience and need of specific molecular study it can be un/misdiagnosed. Therefore, NUT carcinoma should be included in differential diagnosis of poorly differentiated/undifferentiated and rapidly progressive malignancy in children and young adults, occurring in the head, neck or thorax. We report a case of NUT carcinoma presented with pleural effusion in adulthood.


Subject(s)
Carcinoma , Thoracic Neoplasms , Male , Child , Young Adult , Humans , Neoplasm Proteins/genetics , Carcinoma/diagnosis , Carcinoma/genetics , Thoracic Neoplasms/diagnosis , Thoracic Neoplasms/genetics , Neck/pathology , Nuclear Proteins/genetics , Nuclear Proteins/metabolism
15.
An. pediatr. (2003. Ed. impr.) ; 98(4): 283-290, abr. 2023. tab, ilus
Article in Spanish | IBECS | ID: ibc-218513

ABSTRACT

Introducción: Los problemas de sueño son frecuentes en niños con trastorno por déficit de atención/hiperactividad (TDAH). Algunos autores han tratado de caracterizar los hábitos de sueño pediátricos en Portugal, pero ninguno se ha centrado en los niños en edad preescolar ni ha intentado correlacionarlos con el TDAH. El objetivo fue evaluar la prevalencia de los síntomas del TDAH en niños en edad preescolar y estudiar su asociación con los hábitos de sueño. Material y métodos: Estudio transversal mediante la administración de un cuestionario a una muestra aleatoria de cuidadores de niños matriculados en guarderías en Oporto. Se recogieron datos de características sociodemográficas, consumo de televisión y actividades al aire libre. Los síntomas del TDAH y los hábitos de sueño fueron evaluados mediante las versiones portuguesas del Conners’ Parents Rating Scale-Revised y el Children's Sleep Habits Questionnaire (CSHQ-PT), respectivamente. Resultados: El estudio incluyó 381 preescolares (50,90% varones). Se encontraron niveles altos de síntomas de TDAH en el 13,10%, con una prevalencia mayor en las niñas (14,40% vs. 11,85%; p=0,276). El 45,70% tenían una puntuación total en el CSQH-PT superior a 48, que es el punto de corte establecido para el cribado de los trastornos del sueño en la población portuguesa. Se encontró una asociación significativa entre niveles altos de síntomas de TDAH y un nivel educativo materno más bajo (p<0,001), una menor duración del sueño (p=0,049) y mayores puntuaciones en las subescalas de parasomnias (p=0,019) y de trastornos respiratorios del sueño (p=0,002). (AU)


Introduction: Sleep problems are frequent in children with attention-deficit/hyperactivity disorder (ADHD). Some authors have tried to characterize paediatric sleep habits in Portugal, but none has focused on preschool-age children nor attempted to establish their association with ADHD. We aimed to assess the prevalence of ADHD symptoms in preschool-age children and to study their association with sleep habits. Material and methods: We conducted a cross-sectional study. We distributed questionnaires to a random sample of caregivers of children enrolled in early childhood education centres in Porto. We collected data on sociodemographic characteristics, television watching and outdoor activities. We assessed ADHD symptoms and sleep habits with the Portuguese versions of the Conners’ Parents Rating Scale, Revised and the Children's Sleep Habits Questionnaire (CSHQ-PT), respectively. Results: The study included 381 preschoolers (50.90% male). We found high scores for ADHD symptoms in 13.10%, with a higher prevalence in girls (14.40% vs. 11.85%; P=.276). In the CSHQ-PT, 45.70% of participants had a mean total score greater than 48, which is the cut-off point applied in the screening of sleep disturbances in the Portuguese population. There was a significant association between high scores for ADHD symptoms and a lower maternal education level (P<.001), a shorter sleep duration (P=.049), and higher scores on parasomnias (P=.019) and sleep disordered breathing (P=.002) in CSHQ-PT subscales. (AU)


Subject(s)
Humans , Male , Female , Child, Preschool , Child , Attention Deficit Disorder with Hyperactivity , Sleep Wake Disorders , Portugal , Cross-Sectional Studies , Surveys and Questionnaires , Television
16.
An Pediatr (Engl Ed) ; 98(4): 283-290, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36932019

ABSTRACT

INTRODUCTION: Sleep problems are frequent in children with attention-deficit/hyperactivity disorder (ADHD). Some authors have tried to characterize paediatric sleep habits in Portugal, but none has focused on preschool-age children nor attempted to establish their association with ADHD. We aimed to assess the prevalence of ADHD symptoms in preschool-age children and to study their association with sleep habits. MATERIAL AND METHODS: We conducted a cross-sectional study. We distributed questionnaires to a random sample of caregivers of children enrolled in early childhood education centres in Porto. We collected data on sociodemographic characteristics, television watching and outdoor activities. We assessed ADHD symptoms and sleep habits with the Portuguese versions of the Conners' Parents Rating Scale, Revised and the Children's Sleep Habits Questionnaire (CSHQ-PT), respectively. RESULTS: The study included 381 preschoolers (50.90% male). We found high scores for ADHD symptoms in 13.10%, with a higher prevalence in girls (14.40% vs. 11.85%; P = 0.276). In the CSHQ-PT, 45.70% of participants had a mean total score greater than 48, which is the cut-off point applied in the screening of sleep disturbances in the Portuguese population. There was a significant association between high scores for ADHD symptoms and a lower maternal education level (P < 0.001), a shorter sleep duration (P = 0.049), and higher scores on parasomnias (P = 0.019) and sleep disordered breathing (P = 0.002) in CSHQ-PT subscales. CONCLUSIONS: ADHD and sleep disorders are common in preschoolers, in Porto, and this study suggests some clinical correlations between them. Since these interactions are complex and far from being elucidated, further studies are paramount to provide guidance for prevention and managing strategies in younger children at risk for ADHD.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Sleep Apnea Syndromes , Sleep Wake Disorders , Female , Humans , Child , Male , Child, Preschool , Attention Deficit Disorder with Hyperactivity/complications , Cross-Sectional Studies , Sleep , Sleep Wake Disorders/epidemiology , Sleep Wake Disorders/diagnosis
17.
Cureus ; 15(2): e35323, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36968925

ABSTRACT

The diagnosis of early infantile epileptic encephalopathy (EIEE) remains challenging, and next-generation sequencing (NGS) techniques have played a key role in identifying genetic causes. Recent studies have shown an association between mutations in the CYFIP2 gene and EIEE, with 20 deleterious variants reported so far and a de novo mutational hotspot at codon 87.  A male infant presented with seizures since the age of four months as well as significant developmental delay and microcephaly. The seizures were of different types, frequent and refractory to treatment, including different anticonvulsant drugs. Metabolic studies showed no significant changes. The initial electroencephalogram revealed bilateral paroxysmal activity with hemispherical diffusion. Brain MRI showed no pathological changes. Analysis of a whole exome sequencing (WES) based multigene panel for epilepsy disclosed a heterozygous CYFIP2 gene variant [c.258_266del; p.(Trp86_Ser88del)] established as de novo. We describe the case of an infant with EIEE due to a de novo heterozygous in-frame deletion of three amino acids in CYFIP2: c.258_266del; p.(Trp86_Ser88del). This in-frame deletion eliminates codon 87, a mutational hotspot associated with a particularly severe EIEE phenotype. All previous reports had missense variants with a presumably gain-of-function mechanism. The clinical picture of our patient is very similar to the ones with deleterious variants affecting codon 87 reported in the literature. Our case report is the first to describe a disease-causing in-frame deletion in CYFIP2 and reiterates a consistent genotype-phenotype correlation.

18.
Article in English | MEDLINE | ID: mdl-36900902

ABSTRACT

OBJECTIVES: Artificial intelligence has generated a significant impact in the health field. The aim of this study was to perform the training and validation of a convolutional neural network (CNN)-based model to automatically classify six clinical representation categories of oral lesion images. METHOD: The CNN model was developed with the objective of automatically classifying the images into six categories of elementary lesions: (1) papule/nodule; (2) macule/spot; (3) vesicle/bullous; (4) erosion; (5) ulcer and (6) plaque. We selected four architectures and using our dataset we decided to test the following architectures: ResNet-50, VGG16, InceptionV3 and Xception. We used the confusion matrix as the main metric for the CNN evaluation and discussion. RESULTS: A total of 5069 images of oral mucosa lesions were used. The oral elementary lesions classification reached the best result using an architecture based on InceptionV3. After hyperparameter optimization, we reached more than 71% correct predictions in all six lesion classes. The classification achieved an average accuracy of 95.09% in our dataset. CONCLUSIONS: We reported the development of an artificial intelligence model for the automated classification of elementary lesions from oral clinical images, achieving satisfactory performance. Future directions include the study of including trained layers to establish patterns of characteristics that determine benign, potentially malignant and malignant lesions.


Subject(s)
Artificial Intelligence , Neural Networks, Computer
19.
Cureus ; 15(1): e34177, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36843741

ABSTRACT

We report the case of an adolescent with severe primary ciliary dyskinesia (PCD) phenotype associated with a rare genotype. His clinical condition deteriorated, with daily cough and breathlessness, hypoxemia, and lung function decline. Despite being started on home noninvasive ventilation (NIV), the symptoms progressed to dyspnea at rest and thoracic pain. High-flow nasal cannula (HFNC) was started during the daytime as an adjuvant to NIV, and he was started on regular oral opioids for pain and dyspnea control. There was a clear improvement in comfort and dyspnea and breathing work relief. Additionally, better exercise tolerance was also noted. He is currently on the lung transplant waiting list. We aim to emphasize the benefits of HFNC as an add-on therapy for the management of chronic breathlessness since our patient experienced an improvement in breathing and exercise tolerance. However, there is a paucity of studies regarding domiciliary HFNC, particularly in pediatric age. Therefore, further studies are needed to achieve optimal and personalized care. Close monitoring and frequent reassessment in a specialized center are key to adequate management.

20.
Eur J Pediatr ; 182(4): 1611-1618, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36705724

ABSTRACT

The purpose of the study is to describe the experience of a multidisciplinary team in a tertiary hospital regarding the management of Infantile Hemangiomas (IH). The method employed is a retrospective analysis of patients with IH followed in a tertiary pediatric hospital between January 2010 and May 2022. A total of 393 IH were diagnosed (56.7% female), with a median age of 5 months (interquartile range (IQR), 3-10). Imaging investigation was necessary for diagnosis and for exclusion of other IH in 9.2% and 14.3%, respectively. Focal (74.0%) and superficial (59.7%) lesions were more frequent as was facial location (35.9%). Pre-treatment ulceration or hemorrhage occurred in 6.6%. At follow-up, 87.4% regressed partially and 12.6% completely; 2.7% relapsed. Propranolol was started in 30.0% of cases for a median period of 9 months (IQR, 6-12), mainly due to esthetic concerns (41.9%). Side effects occurred in 8.3% (sleep disturbance in 5.1%). Only 1.7% were refractory and 5.9% had a rebound effect. Eleven patients were treated with topical timolol and 41 underwent surgery. Patients that were treated with propranolol had more risk factors (p = 0.016) and presented deeper lesions (p < 0.001) with a larger diameter (p < 0.001); total IH regression was less frequent (p < 0.001). Since 2020, twice-daily dosage was more frequently prescribed than three times daily (p = 0.007) and inpatient initiation of propranolol decreased (p = 0.750), without significant difference in the incidence of adverse reactions, duration of treatment, and lesion evolution.  Conclusions: Our protocol proved to be safe and feasible in an outpatient setting and twice daily administration of propranolol was effective. The majority of IH showed at least partial regression. Early detection of high-risk IH is paramount and a multidisciplinary assessment by a specialized team is essential for adequate management. What is Known: • IH are the most common vascular tumors in childhood. Although the majority evolves favorably, treatment may be warranted in selected cases. • Early detection of high-risk IH is paramount, and a multidisciplinary assessment by a specialized team is essential for adequate management. What is New: • One-third of our sample was treated with propranolol. These patients had more risk factors and presented deeper lesions with a larger diameter, and tumor total regression was less frequent. • Our results reinforce safety and feasibility of propranolol initiation in an outpatient setting, including twice daily dosage.


Subject(s)
Hemangioma , Skin Neoplasms , Humans , Female , Child , Infant , Male , Propranolol/therapeutic use , Hemangioma/diagnosis , Hemangioma/drug therapy , Retrospective Studies , Tertiary Care Centers , Treatment Outcome , Administration, Oral , Skin Neoplasms/diagnosis , Skin Neoplasms/drug therapy , Adrenergic beta-Antagonists/therapeutic use
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