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1.
J Int Med Res ; 52(6): 3000605241254788, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38867509

RESUMO

OBJECTIVE: Neonatal necrotizing enterocolitis (NEC) is a serious intestinal inflammatory disease. We investigated intestinal fatty acid binding protein (I-FABP), I-FABP mRNA, and interleukin-6 (IL-6) as potential diagnostic biomarkers in NEC. METHODS: Forty mice were subjected to hypoxic-ischemic intestinal injury, and then serum I-FABP protein and mRNA levels were quantified. Ileal tissue pathological scores were determined by hematoxylin and eosin staining. I-FABP expression levels and translocation in these tissues were detected using western blotting and immunofluorescence, respectively. Samples from 30 human neonates with NEC and 30 healthy neonates had serum I-FABP protein/mRNA and IL-6 levels measured. RESULTS: The mouse ileal tissue pathological score and I-FABP levels, as well as serum I-FABP and I-FABP mRNA levels, were significantly higher in the model group than in the control group. Serum I-FABP, I-FABP mRNA, and IL-6 levels were significantly higher in human neonates with NEC than in the healthy group. Logistic regression and receiver operating curve analyses revealed that I-FABP protein/mRNA and IL-6 levels could be diagnostic biomarkers for NEC. CONCLUSIONS: I-FABP protein/mRNA and IL-6 levels are useful biomarkers of intestinal ischemic injury in neonates with NEC. The combined detection of I-FABP protein/mRNA and IL-6 is recommended rather than using a single biomarker.


Assuntos
Biomarcadores , Modelos Animais de Doenças , Enterocolite Necrosante , Proteínas de Ligação a Ácido Graxo , Interleucina-6 , Camundongos Endogâmicos BALB C , RNA Mensageiro , Enterocolite Necrosante/metabolismo , Enterocolite Necrosante/sangue , Enterocolite Necrosante/patologia , Enterocolite Necrosante/genética , Enterocolite Necrosante/diagnóstico , Animais , Proteínas de Ligação a Ácido Graxo/sangue , Proteínas de Ligação a Ácido Graxo/genética , Proteínas de Ligação a Ácido Graxo/metabolismo , Interleucina-6/sangue , Interleucina-6/genética , Recém-Nascido , Humanos , Biomarcadores/sangue , Biomarcadores/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , RNA Mensageiro/sangue , Camundongos , Masculino , Feminino , Animais Recém-Nascidos , Mucosa Intestinal/metabolismo , Mucosa Intestinal/patologia , Íleo/metabolismo , Íleo/patologia , Estudos de Casos e Controles , Curva ROC
2.
BMC Pediatr ; 24(1): 387, 2024 Jun 08.
Artigo em Inglês | MEDLINE | ID: mdl-38851677

RESUMO

BACKGROUND: Necrotizing enterocolitis (NEC) and intracranial hemorrhage are severe emergencies in the neonatal period. The two do not appear to be correlated. However, our report suggests that parenchymal brain hemorrhage in full-term newborns may put patients at risk for NEC by altering intestinal function through the brain-gut axis. CASE PRESENTATION: We present a case of spontaneous parenchymal cerebral hemorrhage in a full-term newborn who developed early-stage NEC on Day 15. CONCLUSIONS: It is possible to consider brain parenchymal hemorrhage as a risk factor for the appearance of NEC. Clinicians should be highly cautious about NEC in infants who have experienced parenchymal hemorrhage. This article is the first to discuss the relationship between parenchymal hemorrhage and NEC in full-term newborns.


Assuntos
Hemorragia Cerebral , Enterocolite Necrosante , Humanos , Recém-Nascido , Masculino , Hemorragia Cerebral/etiologia , Hemorragia Cerebral/diagnóstico por imagem , Hemorragia Cerebral/complicações , Enterocolite Necrosante/complicações , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/etiologia
3.
Zhongguo Dang Dai Er Ke Za Zhi ; 26(5): 523-528, 2024 May 15.
Artigo em Chinês | MEDLINE | ID: mdl-38802915

RESUMO

Necrotizing enterocolitis (NEC) is one of the most common gastrointestinal diseases in neonatal intensive care units, characterized by rapid progression and a high mortality rate. Local intestinal ischemia and hypoxia are significant contributors to NEC. Feeding intolerance (FI), which refers to a range of gastrointestinal manifestations arising from the inability to tolerate enteral nutrition, is one of the most common clinical issues in neonates, and preventing and treating FI is crucial for improving neonatal survival rates. Near-infrared spectroscopy is a clinical tool that can be used at the bedside to monitor regional oxygen saturation. It is non-invasive, reliable, and sustainable, and its feasibility and safety in assessing intestinal blood circulation have been validated. Early identification of intestinal ischemia and differentiation of FI from precursor symptoms of NEC, as well as predicting the occurrence of NEC, are extremely important for reducing intestinal injury and adverse long-term outcomes. In recent years, there has been new research progress related to the monitoring of intestinal tissue oxygen saturation and cerebral oxygen saturation for the early identification of FI and precursor symptoms of NEC, and this article provides a review of these developments.


Assuntos
Enterocolite Necrosante , Gastroenteropatias , Espectroscopia de Luz Próxima ao Infravermelho , Humanos , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Recém-Nascido , Enterocolite Necrosante/diagnóstico , Gastroenteropatias/diagnóstico , Diagnóstico Precoce
5.
Wiad Lek ; 77(3): 409-416, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38691780

RESUMO

OBJECTIVE: Aim: To compare X-ray signs in different gestational and body weight groups of patients with NEC. PATIENTS AND METHODS: Materials and Methods: We conducted a retrospective study, enrolling 52 preterm newborns with symptoms of NEC regardless of onset time, who underwent treatment at Neonatal Intensive Care Units in Municipal Non-commercial enterprise "City Children Hospital №2", Odesa. The patients were split into 3 clinical groups: very preterm newborns (VPN), moderately preterm newborns (MPN), and moderately preterm newborns with intrauterine growth restriction (MPN+IUGR). RESULTS: Results: In the VPN group NEC was diagnosed at stage II (58,82±12,30) % and III (41,18±12,30) % by Bell MJ, р>0,05. In the group MPN+IUGR, NEC stage II (33,33±14,21) % and stage III (66,66 ±14,21) %, р>0,05, were equally observed. In the MPN group, NEC was diagnosed at stage I (41,67±10,28) % and II (58,33±10,28) %, р>0,05, without prevalence of any. Also only localized forms were observed. In VPN, we observed localized forms in most cases, while diffuse forms were diagnosed in (11,76±8,05) % cases, р<0,05. In the MPN+IUGR group, we found diffuse form of the NEC in half of the cases - (50,00±15,08) %. In the VPN and MPN+IUGR groups, NEC developed at 13,23±0,39 and 14,33±1,19 days, respectively. However, in MPN without IUGR, NEC developed at 17,75±0,55 days, significantly later than in the MPN+IUGR group, р<0,05. CONCLUSION: Conclusions: We have described distinct features of NEC in MPN with IUGR. Compared to MPN without IUGR, NEC had more severe course and earlier manifestation in such neonates.


Assuntos
Enterocolite Necrosante , Idade Gestacional , Recém-Nascido Prematuro , Humanos , Recém-Nascido , Enterocolite Necrosante/epidemiologia , Enterocolite Necrosante/diagnóstico , Estudos Retrospectivos , Feminino , Masculino , Retardo do Crescimento Fetal/epidemiologia , Doenças do Prematuro/epidemiologia , Doenças do Prematuro/diagnóstico
6.
Pediatr Surg Int ; 40(1): 115, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38696138

RESUMO

OBJECTIVE: This study aimed to evaluate the role of receptor-interacting protein kinase-3 (RIPK3) in the diagnosis, estimation of disease severity, and prognosis of premature infants with necrotising enterocolitis (NEC). METHODS: RIPK3, lactic acid (LA), and C-reactive protein (CRP) levels were measured in the peripheral blood of 108 premature infants between 2019 and 2023, including 24 with stage II NEC, 18 with stage III NEC and 66 controls. Diagnostic values of the indicators for NEC were evaluated via receiver operating characteristic (ROC) curve analysis. RESULTS: Plasma RIPK3 and LA levels upon NEC suspicion in neonates with stage III NEC were 32.37 ± 16.20 ng/mL. The ROC curve for the combination of RIPK3, LA, CRP for NEC diagnosis were 0.925. The time to full enteral feeding (FEFt) after recovery from NEC was different between two expression groups of plasma RIPK3 (RIPK3 < 20.06 ng/mL and RIPK3 ≥ 20.06 ng/mL). CONCLUSION: Plasma RIPK3 can be used as a promising marker for the diagnosis and estimation of disease severity of premature infants with NEC and for the guidance on proper feeding strategies after recovery from NEC.


Assuntos
Biomarcadores , Enterocolite Necrosante , Recém-Nascido Prematuro , Proteína Serina-Treonina Quinases de Interação com Receptores , Humanos , Enterocolite Necrosante/sangue , Enterocolite Necrosante/diagnóstico , Recém-Nascido , Proteína Serina-Treonina Quinases de Interação com Receptores/sangue , Biomarcadores/sangue , Masculino , Feminino , Proteína C-Reativa/metabolismo , Proteína C-Reativa/análise , Prognóstico , Curva ROC , Índice de Gravidade de Doença , Doenças do Prematuro/sangue , Doenças do Prematuro/diagnóstico , Estudos de Casos e Controles , Ácido Láctico/sangue
7.
Int J Comput Assist Radiol Surg ; 19(6): 1223-1231, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38652416

RESUMO

PURPOSE: Obtaining large volumes of medical images, required for deep learning development, can be challenging in rare pathologies. Image augmentation and preprocessing offer viable solutions. This work explores the case of necrotising enterocolitis (NEC), a rare but life-threatening condition affecting premature neonates, with challenging radiological diagnosis. We investigate data augmentation and preprocessing techniques and propose two optimised pipelines for developing reliable computer-aided diagnosis models on a limited NEC dataset. METHODS: We present a NEC dataset of 1090 Abdominal X-rays (AXRs) from 364 patients and investigate the effect of geometric augmentations, colour scheme augmentations and their combination for NEC classification based on the ResNet-50 backbone. We introduce two pipelines based on colour contrast and edge enhancement, to increase the visibility of subtle, difficult-to-identify, critical NEC findings on AXRs and achieve robust accuracy in a challenging three-class NEC classification task. RESULTS: Our results show that geometric augmentations improve performance, with Translation achieving +6.2%, while Flipping and Occlusion decrease performance. Colour augmentations, like Equalisation, yield modest improvements. The proposed Pr-1 and Pr-2 pipelines enhance model accuracy by +2.4% and +1.7%, respectively. Combining Pr-1/Pr-2 with geometric augmentation, we achieve a maximum performance increase of 7.1%, achieving robust NEC classification. CONCLUSION: Based on an extensive validation of preprocessing and augmentation techniques, our work showcases the previously unreported potential of image preprocessing in AXR classification tasks with limited datasets. Our findings can be extended to other medical tasks for designing reliable classifier models with limited X-ray datasets. Ultimately, we also provide a benchmark for automated NEC detection and classification from AXRs.


Assuntos
Enterocolite Necrosante , Humanos , Enterocolite Necrosante/diagnóstico por imagem , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/classificação , Recém-Nascido , Radiografia Abdominal/métodos , Recém-Nascido Prematuro , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Diagnóstico por Computador/métodos , Feminino
8.
Eur J Pediatr ; 183(6): 2743-2751, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38554173

RESUMO

Early prediction of surgical necrotizing enterocolitis (sNEC) in preterm infants is important. However, owing to the complexity of the disease, identifying infants with NEC at a high risk for surgical intervention is difficult. We developed a machine learning (ML) algorithm to predict sNEC using perinatal factors obtained from the national cohort registry of very low birth weight (VLBW) infants. Data were collected from the medical records of 16,385 VLBW infants registered in the Korean Neonatal Network (KNN). Infants who underwent surgical intervention were identified with sNEC, and infants who received medical treatment, with medical NEC (mNEC). We used 38 variables, including maternal, prenatal, and postnatal factors that were obtained within 1 week of birth, for training. A total of 1085 patients had NEC (654 with sNEC and 431 with mNEC). VLBW infants showed a higher incidence of sNEC at a lower gestational age (GA) (p < 0.001). Our proposed ensemble model showed an area under the receiver operating characteristic curve of 0.721 for sNEC prediction.    Conclusion: Proposed ensemble model may help predict which infants with NEC are likely to develop sNEC. Through early prediction and prompt intervention, prognosis of sNEC may be improved. What is Known: • Machine learning (ML)-based techniques have been employed in NEC research for prediction, diagnosis, and prognosis, with promising outcomes. • While most studies have utilized abdominal radiographs and clinical manifestations of NEC as data sources, and have demonstrated their usefulness, they may prove weak in terms of early prediction. What is New: • We analyzed the perinatal factors of VLBW infants acquired within 7 days of birth and used ML-based analysis to identify which infants with NEC are vulnerable to clinical deterioration and at high risk for surgical intervention using nationwide cohort data.


Assuntos
Enterocolite Necrosante , Recém-Nascido de muito Baixo Peso , Aprendizado de Máquina , Humanos , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/cirurgia , Recém-Nascido , Feminino , Masculino , República da Coreia/epidemiologia , Doenças do Prematuro/diagnóstico , Doenças do Prematuro/cirurgia , Estudos de Coortes , Idade Gestacional , Fatores de Risco , Recém-Nascido Prematuro , Estudos Retrospectivos , Sistema de Registros , Medição de Risco/métodos
9.
J Pediatr ; 269: 113992, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38417782

RESUMO

OBJECTIVE: To assess the evaluation and prevalence of benign hematochezia (BH) vs necrotizing enterocolitis (NEC) in infants with congenital heart disease (CHD) <6 months old admitted to the acute care cardiology unit. STUDY DESIGN: This was a multicenter retrospective review of patient characteristics and evaluation of all hematochezia events in patients with CHD <6 months admitted to acute care cardiology unit at 3 high-volume tertiary care centers from February 2019 to January 2021. NEC was defined by the Bell staging criteria. Patients with gastrointestinal disorders were excluded. RESULTS: In total, 180 hematochezia events occurred in 121 patients; 42 patients had more than 1 event. In total, 61% of affected patients had single-ventricle physiology (38% hypoplastic left heart syndrome). Median age and weight at hematochezia were 38 days (IQR 24, 79) and 3.7 kg (IQR 3.2, 4.4). In total, 77% of hematochezia events were BH, and 23% were NEC. There were no surgical interventions for NEC or deaths from NEC. Those with NEC were significantly younger (34 vs 56 days, P < .01) and smaller (3.7 vs 4 kg, P < .01). Single-ventricle physiology was significantly associated with NEC. Initial bloodwork and diagnostic imaging at each center were assessed. There was no significant difference in white blood cell count or C-reactive protein in those with NEC compared with BH. Blood culture results were all negative. CONCLUSIONS: The majority of infants with CHD with hematochezia have BH over NEC, although single-ventricle and surgical patients remain at greater risk. Infants <45 days are more vulnerable for developing NEC. Bloodwork was noncontributory in the identification of cardiac NEC. Expansion to a prospective study to develop a treatment algorithm is important to avoid overtreatment.


Assuntos
Enterocolite Necrosante , Hemorragia Gastrointestinal , Cardiopatias Congênitas , Humanos , Estudos Retrospectivos , Projetos Piloto , Cardiopatias Congênitas/complicações , Masculino , Feminino , Lactente , Hemorragia Gastrointestinal/etiologia , Hemorragia Gastrointestinal/diagnóstico , Hemorragia Gastrointestinal/terapia , Recém-Nascido , Enterocolite Necrosante/complicações , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/epidemiologia
10.
Pediatr Surg Int ; 40(1): 32, 2024 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-38196049

RESUMO

Necrotizing enterocolitis (NEC) is one of the diseases in neonates, with a high morbidity and mortality rate, especially in preterm infants. This review aimed to briefly introduce the latest epidemiology, susceptibility factors, and clinical diagnosis and presentation of NEC. We also organized new prevention strategies by risk factors according to different pathogeneses and then discussed new treatment methods based on Bell's staging and complications, and the classification of mild to high severity based on clinical and imaging manifestations. Such a generalization will help clinicians and researchers to gain a deeper understanding of the disease and to conduct more targeted classification, grading prevention, and exploration. We focused on prevention and treatment of the early and suspected stages of NEC, including the discovery of novel biomarkers and drugs to control disease progression. At the same time, we discussed its clinical application, future development, and shortcomings.


Assuntos
Enterocolite Necrosante , Doenças Fetais , Doenças do Recém-Nascido , Lactente , Feminino , Recém-Nascido , Humanos , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/prevenção & controle , Recém-Nascido Prematuro , Progressão da Doença
11.
J Perinatol ; 44(4): 568-574, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38263461

RESUMO

OBJECTIVE: To investigate the accuracy of preoperative and intraoperative diagnosis via comparison to pathologic diagnosis in spontaneous intestinal perforation (SIP) vs. necrotizing enterocolitis (NEC). STUDY DESIGN: A retrospective review of neonates <1500 g treated for pneumoperitoneum between 07/2004-09/2022 was conducted. Patients treated for NEC medically prior to diagnosis and those treated with drain only were excluded. Fleiss' Kappa analysis assessed agreement between all three diagnoses: preoperative, intraoperative, and pathologic. RESULT: Overall, 125 patients were included with mean birthweight 834.2 g (SD:259.2) and mean gestational age 25.8 weeks (SD:2.2). Preoperative and intraoperative diagnoses agreed in 90.3%, intraoperative and pathologic agreed in 71.1%, and preoperative and pathologic agreed in 75.2% of patients. Fleiss' Kappa was 0.55 (95% CI:0.43,0.68), indicating moderate agreement between the three diagnoses. CONCLUSION: Our study shows moderate agreement between preoperative, intraoperative, and pathologic diagnoses. Further studies investigating the clinical characteristics of SIP and NEC are needed to improve diagnostic accuracy and management.


Assuntos
Enterocolite Necrosante , Doenças Fetais , Doenças do Recém-Nascido , Perfuração Intestinal , Cirurgiões , Feminino , Recém-Nascido , Humanos , Lactente , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/cirurgia , Enterocolite Necrosante/patologia , Perfuração Intestinal/diagnóstico , Perfuração Intestinal/cirurgia , Estudos Retrospectivos
12.
Pediatr Cardiol ; 45(3): 690-694, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36752836

RESUMO

Necrotizing enterocolitis (NEC) is a relatively common complication in neonates with single ventricle physiology following heart surgery. Near-infrared spectroscopy (NIRS) is used to measure regional oxygen saturations in neonates in the postoperative period. We sought to investigate the association of somatic regional oxygen saturation (srSO2) and cerebral regional oxygen saturation (crSO2) in the early postoperative period and the subsequent development of NEC. We performed a retrospective cohort study of neonates who underwent cardiac surgery with cardiopulmonary bypass from October 2017 to September 2021 at the University of Virginia Children's Hospital. Values of srSO2 and crSO2 were captured over the first 48 h following surgery. 166 neonates were included and the median age at time of surgery was 8 days. NEC was diagnosed in 18 neonates following heart surgery with a median interval from surgery to diagnosis of 7 days. Neonates with single ventricle physiology had lower average crSO2 (62% vs 78%, p < 0.001), average srSO2 (72% vs 86%, p < 0.001), average crSO2 to srSO2 ratio (0.874 vs 0.913, p < 0.001), and an increased average srSO2-crSO2 difference (10% vs 8%, p = 0.03). Adjusting for single ventricle physiology, lower average crSO2 was associated with the development of definite NEC (modified Bell's criteria stage IIa and higher) (OR = 0.86, 95% CI 0.78-0.96, p = 0.007). Lower crSO2 values in the early postoperative period in neonates following cardiac surgery was associated with an increased risk in the subsequent development of NEC.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Enterocolite Necrosante , Doenças Fetais , Doenças do Recém-Nascido , Feminino , Criança , Recém-Nascido , Humanos , Oxigênio , Estudos Retrospectivos , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/cirurgia , Enterocolite Necrosante/etiologia , Saturação de Oxigênio , Estudos Prospectivos , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Período Pós-Operatório
13.
Cardiol Young ; 34(1): 92-100, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37226515

RESUMO

OBJECTIVES: To define the incidence of definitive necrotising enterocolitis in term infants with CHD and identify risk factors for morbidity/mortality. METHODS: We performed a 20-year (2000-2020) single-institution retrospective cohort study of term infants with CHD admitted to the Boston Children's Hospital cardiac ICU with necrotising enterocolitis (Bell's stage ≥ II). The primary outcome was a composite of in-hospital mortality and post-necrotising enterocolitis morbidity (need for extracorporeal membrane oxygenation, multisystem organ failure based on the paediatric sequential organ failure assessment score, and/or need for acute gastrointestinal intervention). Predictors included patient characteristics, cardiac diagnosis/interventions, feeding regimen, and severity measures. RESULTS: Of 3933 term infants with CHD, 2.1% (n = 82) developed necrotising enterocolitis, with 67% diagnosed post-cardiac intervention. Thirty (37%) met criteria for the primary outcome. In-hospital mortality occurred in 14 infants (17%), of which nine (11%) deaths were attributable to necrotising enterocolitis. Independent predictors of the primary outcome included moderate to severe systolic ventricular dysfunction (odds ratio 13.4,confidence intervals 1.13-159) and central line infections pre-necrotising enterocolitis diagnosis (odds ratio 17.7, confidence intervals 3.21-97.0) and mechanical ventilation post-necrotising enterocolitis diagnosis (odds ratio 13.5, confidence intervals 3.34-54.4). Single ventricle, ductal dependency, and feeding related factors were not independently associated with the primary outcome. CONCLUSIONS: The incidence of necrotising enterocolitis was 2.1% in term infants with CHD. Adverse outcomes occurred in greater than 30% of patients. Presence of systolic dysfunction and central line infections prior to diagnosis and need for mechanical ventilation after diagnosis of necrotising enterocolitis can inform risk triage and prognostic counseling for families.


Assuntos
Enterocolite Necrosante , Doenças Fetais , Lactente , Feminino , Recém-Nascido , Humanos , Criança , Recém-Nascido Prematuro , Enterocolite Necrosante/complicações , Enterocolite Necrosante/epidemiologia , Enterocolite Necrosante/diagnóstico , Estudos Retrospectivos , Fatores de Risco
14.
J Surg Res ; 295: 364-369, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38064977

RESUMO

INTRODUCTION: To investigate the predictive value of plasma sodium at the onset of necrotizing enterocolitis (NEC) diagnosis in distinguishing surgical NEC from medical NEC. METHODS: A retrospective review of all NEC neonates treated at our hospital between 2008 and 2022. Patients were divided into two groups based on treatment methods: surgical intervention and medical treatment. Patient demographics, laboratory parameters, and outcomes were all documented. The values of laboratory parameters were collected at the onset of NEC and after treatment. To identify potential predictors of surgical NEC, multivariate logistic regression analyses were used. The receiver operating characteristic curve was applied to determine predictive factors. RESULTS: Surgical treatment was performed in 111 infants (44.6%), and medical treatment in 138 cases (55.4%). Of 249 infants with NEC, 22 patients exhibited Bell stage I, 91 infants had Bell stage II, and 136 patients displayed Bell stage III. We discovered that white blood cell (WBC), C-reactive protein (CRP), fibrinogen, and sodium were independent predictors of NEC receiving surgery based on the results of the multivariate logistic regression analysis. Hyponatremia was found in 122 of the 249 patients (49%). At the onset of NEC diagnosis, hyponatremia was found in 83.8% of surgical intervention group and in 21.0% of medical treatment group (P < 0.001). Sensitivity, specificity, positive predictive value, and negative predictive value for WBC, CRP, fibrinogen, and sodium were calculated. The cutoff values were determined using receiver operating characteristic analysis. The area under the curve of hyponatremia for surgical intervention was 0.875, with 84% sensitivity, 80% specificity, 77% positive predictive value, and 86% negative predictive value, which had a greater specificity (0.80) for predicting surgical intervention than WBC (0.67), CRP (0.50), and fibrinogen (0.70). CONCLUSIONS: When a surgical evaluation is necessary, hyponatremia can effectively distinguish surgical NEC from medical NEC. It could be used as a predictive marker to guide parental counseling for surgical intervention and rapid transfer of patients to tertiary centers when they have a surgical condition.


Assuntos
Enterocolite Necrosante , Hiponatremia , Doenças do Recém-Nascido , Lactente , Recém-Nascido , Humanos , Estudos Retrospectivos , Enterocolite Necrosante/complicações , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/cirurgia , Hiponatremia/diagnóstico , Hiponatremia/etiologia , Proteína C-Reativa , Sódio , Fibrinogênio
15.
J Pediatr ; 266: 113869, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38065281

RESUMO

OBJECTIVE: To develop an artificial intelligence-based software system for predicting late-onset sepsis (LOS) and necrotizing enterocolitis (NEC) in infants admitted to the neonatal intensive care unit (NICU). STUDY DESIGN: Single-center, retrospective cohort study, conducted in the NICU of the Antwerp University Hospital. Continuous monitoring data of 865 preterm infants born at <32 weeks gestational age, admitted to the NICU in the first week of life, were used to train an XGBoost machine learning (ML) algorithm for LOS and NEC prediction in a cross-validated setup. Afterward, the model's performance was assessed on an independent test set of 148 patients (internal validation). RESULTS: The ML model delivered hourly risk predictions with an overall sensitivity of 69% (142/206) for all LOS/NEC episodes and 81% (67/83) for severe LOS/NEC episodes. The model showed a median time gain of ≤10 hours (IQR, 3.1-21.0 hours), compared with historical clinical diagnosis. On the complete retrospective dataset, the ML model made 721 069 predictions, of which 9805 (1.3%) depicted a LOS/NEC probability of ≥0.15, resulting in a total alarm rate of <1 patient alarm-day per week. The model reached a similar performance on the internal validation set. CONCLUSIONS: Artificial intelligence technology can assist clinicians in the early detection of LOS and NEC in the NICU, which potentially can result in clinical and socioeconomic benefits. Additional studies are required to quantify further the effect of combining artificial and human intelligence on patient outcomes in the NICU.


Assuntos
Sistemas de Apoio a Decisões Clínicas , Enterocolite Necrosante , Doenças Fetais , Doenças do Recém-Nascido , Sepse , Lactente , Feminino , Recém-Nascido , Humanos , Enterocolite Necrosante/diagnóstico , Inteligência Artificial , Recém-Nascido Prematuro , Estudos Retrospectivos , Aprendizado de Máquina , Sepse/diagnóstico , Unidades de Terapia Intensiva Neonatal
16.
Anal Bioanal Chem ; 416(1): 287-297, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37938412

RESUMO

Bile acids (BAs) are involved in the development of necrotizing enterocolitis (NEC), which mainly occurs in preterm infants. We aim to identify the change of BAs in preterm infants and validate its potential value in the detection of NEC. Targeted liquid chromatography-tandem mass spectrometry (LC-MS/MS) was performed to measure the plasma BAs in healthy preterm infants and patients with NEC. By analyzing the level of BAs in healthy preterm infants, we found that the plasma concentrations of BAs were related to sex, gestational/postnatal age, birth weight, mode of birth, and feeding type after birth. The plasma levels of TCA, GCA, TCDCA, GCDCA, primary BAs, and total BAs and the primary/secondary BA ratio were decreased, while DCA, UDCA, and secondary BAs were increased in NEC. The primary/secondary BA ratio (cutoff point 62.9) can effectively differentiate NEC from healthy preterm infants, with an AUC of 0.9, a sensitivity of 94.5%, and a specificity of 78.1%. Combining the ratio with high-risk factors of NEC can better distinguish between NEC and control, with an AUC of 0.95. Importantly, significantly lower levels of primary/secondary BA ratio were found in infants with surgical NEC than in nonsurgical NEC cases. The cutoff point of 28.7 identified surgical NEC from nonsurgical NEC with sensitivity and specificity of 76.9% and 100%. Thus, our study identified that the primary/secondary BA ratio in the plasma can differentiate NEC from healthy preterm infants and effectively differentiate the surgical NEC from nonsurgical NEC. Therefore, LC-MS/MS was expected to be a novel measurement platform used to distinguish infants who are most in need of close monitoring or early surgical intervention.


Assuntos
Enterocolite Necrosante , Doenças do Recém-Nascido , Lactente , Recém-Nascido , Humanos , Recém-Nascido Prematuro , Ácidos e Sais Biliares , Cromatografia Líquida , Espectrometria de Massas em Tandem , Enterocolite Necrosante/diagnóstico , Espectrometria de Massa com Cromatografia Líquida , Biomarcadores
18.
BMJ Case Rep ; 16(11)2023 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-37945278

RESUMO

In this case report, we present a late preterm growth-restricted neonate who developed signs of feeding intolerance on the second day of life, which progressed to frank peritonitis with perforation by the end of the second week of life. As necrotising enterocolitis was considered the most likely diagnosis, a glove drain was placed in the flanks. The neonate did not improve, and surgical exploration was done after medical stabilisation. On exploration, the neonate was found to have appendicular perforation and an appendicectomy was performed. During surgery, the rest of the gut was noted to be healthy. Histopathological examination of the appendix showed transmural inflammation, focal infarction and perforation. The postoperative period was uneventful, and the neonate showed rapid improvement and reached full enteral feeding in the next 5 days. Antibiotic therapy promptly resolved bacterial peritonitis, and the neonate was discharged successfully.


Assuntos
Apendicite , Apêndice , Enterocolite Necrosante , Doenças Fetais , Doenças do Recém-Nascido , Peritonite , Feminino , Humanos , Recém-Nascido , Apendicite/complicações , Apendicite/diagnóstico , Apendicite/cirurgia , Apêndice/patologia , Enterocolite Necrosante/complicações , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/cirurgia , Doenças do Recém-Nascido/diagnóstico , Peritonite/etiologia , Peritonite/complicações , Adulto
20.
Stem Cells ; 41(12): 1091-1100, 2023 Dec 14.
Artigo em Inglês | MEDLINE | ID: mdl-37688386

RESUMO

This review focuses on the crucial role of the intestinal epithelium in maintaining intestinal homeostasis and its significance in the pathogenesis of necrotizing enterocolitis (NEC) and inflammatory bowel diseases (IBD). NEC is a devastating neonatal disease, while IBD represents a global healthcare problem with increasing incidence. The breakdown of the intestinal barrier in neonates is considered pivotal in the development and progression of both disorders. This review provides an overview of the current state of in vitro, ex vivo, and animal models to study epithelial injury in NEC and IBD, addressing pertinent questions that engage clinicians and researchers alike. Despite significant advancements in early recognition and aggressive treatment, no single therapy has been conclusively proven effective in reducing the severity of these disorders. Although early interventions have improved clinical outcomes, NEC and IBD continue to impose substantial morbidity, mortality, and economic burdens on affected individuals and society. Consequently, exploring alternative therapeutic options capable of preventing and treating the sequelae of NEC and IBD has become a pressing necessity. In recent decades, extracellular vehicles (EVs) have emerged as a potential solution to modulate the pathogenic mechanism in these multifactorial and complex disorders. Despite the diverse array of proposed models, a comprehensive model to investigate and decelerate the progression of NEC and IBD remains to be established. To bridge the translational gap between preclinical studies and clinical applications, enhancements in the technical development of gut-on-a-chip models and EVs hold considerable promise.


Assuntos
Enterocolite Necrosante , Vesículas Extracelulares , Doenças do Recém-Nascido , Doenças Inflamatórias Intestinais , Animais , Recém-Nascido , Humanos , Enterocolite Necrosante/diagnóstico , Enterocolite Necrosante/terapia , Enterocolite Necrosante/metabolismo , Doenças Inflamatórias Intestinais/metabolismo , Doenças Inflamatórias Intestinais/patologia , Modelos Animais de Doenças , Vesículas Extracelulares/metabolismo
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