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1.
Stud Health Technol Inform ; 310: 735-739, 2024 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-38269906

RESUMO

High-resolution whole slide image scans of histopathology slides have been widely used in recent years for prediction in cancer. However, in some cases, clinical informatics practitioners may only have access to low-resolution snapshots of histopathology slides, not high-resolution scans. We evaluated strategies for training neural network prognostic models in non-small cell lung cancer (NSCLC) based on low-resolution snapshots, using data from the Veterans Affairs Precision Oncology Data Repository. We compared strategies without transfer learning, with transfer learning from general domain images, and with transfer learning from publicly available high-resolution histopathology scans. We found transfer learning from high-resolution scans achieved significantly better performance than other strategies. Our contribution provides a foundation for future development of prognostic models in NSCLC that incorporate data from low-resolution pathology slide snapshots alongside known clinical predictors.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Informática Médica , Humanos , Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Neoplasias Pulmonares/diagnóstico por imagem , Medicina de Precisão , Aprendizado de Máquina
2.
Stud Health Technol Inform ; 310: 1131-1135, 2024 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-38269991

RESUMO

In this manuscript, we outline our developed version of a Learning Health System (LHS) in oncology implemented at the Department of Veterans Affairs (VA). Transferring healthcare into an LHS framework has been one of the spearpoints of VA's Central Office and given the general lack of evidence generated through randomized control clinical trials to guide medical decisions in oncology, this domain is one of the most suitable for this change. We describe our technical solution, which includes a large real-world data repository, a data science and algorithm development framework, and the mechanism by which results are brought back to the clinic and to the patient. Additionally, we propose the need for a bridging framework that requires collaboration between informatics specialists and medical professionals to integrate knowledge generation into the clinical workflow at the point of care.


Assuntos
Algoritmos , Aprendizagem , Humanos , Estados Unidos , Instituições de Assistência Ambulatorial , Ciência de Dados , Conhecimento
3.
J Cyst Fibros ; 22(2): 248-255, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-35985930

RESUMO

BACKGROUND: Nodular liver (NOD) in cystic fibrosis (CF) suggests advanced CF liver disease (aCFLD); little is known about progression of liver disease (LD) after detection of sonographic NOD. METHODS: Clinical, laboratory, and ultrasound (US) data from Prediction by Ultrasound of the Risk of Hepatic Cirrhosis in CFLD Study participants with NOD at screening or follow-up were compared with normal (NL). Linear mixed effects models were used for risk factors for LD progression and Kaplan-Meier estimator for time-to-event. RESULTS: 54 children with NOD (22 screening, 32 follow-up) and 112 NL were evaluated. Baseline (BL) and trajectory of forced expiratory volume, forced vital capacity, height/BMI z-scores were similar in NOD vs NL. Platelets were lower in NOD at BL (250 vs 331×103/microL; p < 0.001) and decreased by 8600/year vs 2500 in NL. Mean AST to Platelet Ratio Index (1.1 vs 0.4; p < 0.001), Fibrosis-4 Index (0.4 vs 0.2, p < 0.001), and spleen size z-score (SSZ) [1.5 vs 0.02; p < 0.001] were higher in NOD at BL; SSZ increased by 0.5 unit/year in NOD vs 0.1 unit/year in NL. Median liver stiffness (LSM) by transient elastography was higher in NOD (8.2 kPa, IQR 6-11.8) vs NL (5.3, 4.2-7, p < 0.0001). Over 6.3 years follow-up (1.3-10.3), 6 NOD had esophageal varices (cumulative incidence in 10 years: 20%; 95% CI: 0.0%, 40.0%), 2 had variceal bleeding, and 2 underwent liver transplantation; none had ascites or hepatic encephalopathy. No NL experienced liver-related events. CONCLUSIONS: NOD developed clinically evident portal hypertension faster than NL without worse growth or lung disease.


Assuntos
Fibrose Cística , Técnicas de Imagem por Elasticidade , Varizes Esofágicas e Gástricas , Hipertensão Portal , Humanos , Criança , Seguimentos , Fibrose Cística/complicações , Fibrose Cística/epidemiologia , Fibrose Cística/patologia , Varizes Esofágicas e Gástricas/patologia , Hemorragia Gastrointestinal/patologia , Fígado/diagnóstico por imagem , Fígado/patologia , Cirrose Hepática/diagnóstico por imagem , Cirrose Hepática/etiologia
4.
J Pediatr Gastroenterol Nutr ; 75(5): 635-642, 2022 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-36070552

RESUMO

OBJECTIVES: Cystic fibrosis liver disease (CFLD) begins early in life. Symptoms may be vague, mild, or nonexistent. Progressive liver injury may be associated with decrements in patient health before liver disease is clinically apparent. We examined Health-Related Quality of Life (HRQOL) in children enrolled in a multi-center study of CFLD to determine the impact of early CFLD on general and disease-specific QOL. METHODS: Ultrasound (US) patterns of normal (NL), heterogeneous (HTG), homogeneous (HMG), or nodular (NOD) were assigned in a prospective manner to predict those at risk for advanced CFLD. Parents were informed of results. We assessed parent/child-reported (age ≥5 years) HRQOL by PedsQL 4.0 Generic Core and CF Questionnaire-revised (CFQ-R) prior to US and annually. HRQOL scores were compared by US pattern at baseline (prior to US), between baseline and 1 year and at 5 years. Multivariate analysis of variance (MANOVA) with Hotelling-Lawley trace tested for differences among US groups. RESULTS: Prior to US, among 515 participants and their parents there was no evidence that HTG or NOD US was associated with reduced PedsQL/CFQ-R at baseline. Parents of NOD reported no change in PedsQL/CFQ-R over the next year. Child-report PedsQL/CFQ-R (95 NL, 20 NOD) showed improvement between baseline and year 5 for many scales, including Physical Function. Parents of HMG children reported improved CFQ-R scores related to weight. CONCLUSIONS: Early undiagnosed or pre-symptomatic liver disease had no impact on generic or disease-specific HRQoL, and HRQoL was remarkably stable in children with CF regardless of liver involvement.


Assuntos
Fibrose Cística , Hepatopatias , Humanos , Pré-Escolar , Qualidade de Vida , Estudos Prospectivos , Nível de Saúde , Fibrose Cística/complicações , Fibrose Cística/diagnóstico por imagem , Inquéritos e Questionários , Hepatopatias/etiologia , Hepatopatias/complicações
5.
J Infect Dis ; 225(3): 470-475, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-34286845

RESUMO

Liver damage in hepatitis B is immune driven and correlates with inflammatory markers in patient serum. There is no comparison of these markers to determine if inflammatory profiles are distinct to different types of liver damage across patients at different stages of disease. We measured 25 inflammatory markers in patients with acute hepatitis B and chronic hepatitis B with hepatitis B e antigen seroconversion and chronic patients stopping nucleoside analogue therapy. Myeloid markers dominated the inflammatory profile in all stages of hepatitis B. More inflammatory markers were detectable in chronic patients, including elevated concentrations of cytotoxic effectors Fas ligand, TRAIL, and TNF-α.


Assuntos
Hepatite B Crônica , Hepatite B , Biomarcadores , Hepatite B/complicações , Antígenos E da Hepatite B , Vírus da Hepatite B , Humanos , Fator de Necrose Tumoral alfa
6.
Front Immunol ; 12: 765898, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34858420

RESUMO

Immunotherapies are revolutionizing cancer care, producing durable responses and potentially cures in a subset of patients. However, response rates are low for most tumors, grade 3/4 toxicities are not uncommon, and our current understanding of tumor immunobiology is incomplete. While hundreds of immunomodulatory proteins in the tumor microenvironment shape the anti-tumor response, few of them can be reliably quantified. To address this need, we developed a multiplex panel of targeted proteomic assays targeting 52 peptides representing 46 proteins using peptide immunoaffinity enrichment coupled to multiple reaction monitoring-mass spectrometry. We validated the assays in tissue and plasma matrices, where performance figures of merit showed over 3 orders of dynamic range and median inter-day CVs of 5.2% (tissue) and 21% (plasma). A feasibility study in clinical biospecimens showed detection of 48/52 peptides in frozen tissue and 38/52 peptides in plasma. The assays are publicly available as a resource for the research community.


Assuntos
Cromatografia Líquida/métodos , Espectrometria de Massas/métodos , Peptídeos/análise , Proteoma/análise , Proteômica/métodos , Manejo de Espécimes/métodos , Anticorpos/análise , Anticorpos/imunologia , Western Blotting , Linhagem Celular Tumoral , Células HeLa , Humanos , Células Jurkat , Células MCF-7 , Peptídeos/sangue , Peptídeos/imunologia , Proteoma/genética , Proteoma/imunologia , RNA-Seq/métodos , Reprodutibilidade dos Testes
7.
Pediatr Clin North Am ; 68(6): 1321-1331, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34736592

RESUMO

Hepatitis C in children is on the rise due to perinatal transmission from infected mothers, and high-risk practices in adolescents and young adults. Prevalence remains underestimated because children at high risk are often not screened. Treatment has evolved over the past decade with the advent of new drugs, and global elimination is now possible. Direct-acting antiviral combinations are safe and effective, with sustained viral suppression rate >90%, and Food and Drug Administration-approved for children ≥3 years old. Although challenging, efficient screening and treatment of chronic hepatitis C virus early is cost-effective and reduces burden of disease and its complications.


Assuntos
Hepatite C/diagnóstico , Hepatite C/tratamento farmacológico , Adolescente , Antivirais/uso terapêutico , Criança , Pré-Escolar , Feminino , Hepacivirus/imunologia , Hepatite C/epidemiologia , Hepatite C/transmissão , Anticorpos Anti-Hepatite C/análise , Hepatite C Crônica/diagnóstico , Hepatite C Crônica/tratamento farmacológico , Hepatite C Crônica/epidemiologia , Humanos , Lactente , Transmissão Vertical de Doenças Infecciosas , Masculino , Programas de Rastreamento/métodos , Gravidez , Prevalência , Fatores de Risco , Adulto Jovem
8.
Hepatol Commun ; 5(8): 1362-1372, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34430781

RESUMO

Methods to identify children with cystic fibrosis (CF) at risk for development of advanced liver disease are lacking. We aim to determine the association between liver stiffness measurement (LSM) by vibration-controlled transient elastography (VCTE) with research ultrasound (US) patterns and conventional hepatic markers as a potential means to follow liver disease progression in children with CF. ELASTIC (Longitudinal Assessment of Transient Elastography in CF) is a nested cohort of 141 patients, ages 7-21, enrolled in the Prediction by US of Risk of Hepatic Cirrhosis in CF (PUSH) Study. We studied the association between LSM with research-grade US patterns (normal [NL], heterogeneous [HTG], homogeneous [HMG], or nodular [NOD]) and conventional hepatic markers. In a subgroup (n = 79), the association between controlled attenuation parameter (CAP) and US pattern was explored. Among 133 subjects undergoing VCTE, NOD participants (n = 26) had a significantly higher median (interquartile range) LSM of 9.1 kPa (6.3, 15.8) versus NL (n = 72, 5.1 kPa [4.2, 7.0]; P < 0.0001), HMG (n = 17, 5.9 kPa [5.2, 7.8]; P = 0.0013), and HTG (n = 18, 6.1 kPa [4.7, 7.0]; P = 0.0008) participants. HMG participants (n = 14) had a significantly higher mean CAP (SD) (270.5 dB/m [61.1]) compared with NL (n = 40, 218.8 dB/m [46.5]; P = 0.0027), HTG (n = 10, 218.1 dB/m [60.7]; P = 0.044), and NOD (n = 15, 222.7 dB/m [56.4]; P = 0.041) participants. LSM had a negative correlation with platelet count (rs =  - 0.28, P = 0.0071) and positive correlation with aspartate aminotransferase-to-platelet ratio index (rs = 0.38, P = 0.0002), Fibrosis-4 index (rs = 0.36, P = 0.0007), gamma-glutamyltransferase (GGT; rs = 0.35, P = 0.0017), GGT-to-platelet ratio (rs = 0.35, P = 0.003), and US spleen size z-score (rs = 0.27, P = 0.0073). Conclusion: VCTE is associated with US patterns and conventional markers in patients with liver disease with CF.

9.
J Pediatr ; 237: 24-33.e12, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34022250

RESUMO

OBJECTIVE: To determine the outcomes of chronic hepatitis B virus (HBV) infection in a large, prospectively studied cohort of children in the US and Canada. STUDY DESIGN: This was a prospective, observational study of children with chronic HBV enrolled in 7 clinical centers and evaluated at baseline, weeks 24 and 48, and annually thereafter, with analysis of demographic, clinical, physical examination, and blood test data. RESULTS: Among 362 children followed for a median of 4.2 years, elevated alanine aminotransferase (ALT) levels (>1 upper limit of normal) were present in 72% at last evaluation, including in 60% of children with loss of hepatitis B e antigen during follow-up and 70% of those who were hepatitis B e antigen negative at baseline. Significant ALT flares (male patients ≥400 U/L, female patients ≥350 U/L) occurred in 13 children. Of 129 children who fulfilled the American Association for the Study of Liver Diseases treatment criteria during follow-up, anti-HBV treatment was initiated in only 25. One child died (unrelated to liver disease), 1 developed cirrhosis, but no episodes of cirrhotic decompensation or hepatocellular carcinoma were observed. Decline in platelet count was inversely associated with ALT elevations. CONCLUSIONS: In a cohort of children with chronic HBV infection in the US and Canada, many children remained at risk of progressive liver disease due to active hepatitis, but major clinical outcomes such as cirrhosis, cancer, and death were rare. Many children who met criteria for treatment remained untreated.


Assuntos
Antivirais/uso terapêutico , Hepatite B Crônica/diagnóstico , Hepatite B Crônica/tratamento farmacológico , Padrões de Prática Médica/estatística & dados numéricos , Adolescente , Biomarcadores/sangue , Canadá , Criança , Pré-Escolar , Progressão da Doença , Feminino , Seguimentos , Hepatite B Crônica/sangue , Humanos , Lactente , Estimativa de Kaplan-Meier , Masculino , Estudos Prospectivos , Resultado do Tratamento , Estados Unidos
10.
JCI Insight ; 6(7)2021 04 08.
Artigo em Inglês | MEDLINE | ID: mdl-33621209

RESUMO

Studies of human hepatitis B virus (HBV) immune pathogenesis are hampered by limited access to liver tissues and technologies for detailed analyses. Here, utilizing imaging mass cytometry (IMC) to simultaneously detect 30 immune, viral, and structural markers in liver biopsies from patients with hepatitis B e antigen+ (HBeAg+) chronic hepatitis B, we provide potentially novel comprehensive visualization, quantitation, and phenotypic characterizations of hepatic adaptive and innate immune subsets that correlated with hepatocellular injury, histological fibrosis, and age. We further show marked correlations between adaptive and innate immune cell frequencies and phenotype, highlighting complex immune interactions within the hepatic microenvironment with relevance to HBV pathogenesis.


Assuntos
Hepatite B Crônica/patologia , Citometria por Imagem/métodos , Fígado/imunologia , Fígado/virologia , Adolescente , Adulto , Fatores Etários , Biópsia , Criança , Feminino , Antígenos E da Hepatite B/metabolismo , Hepatite B Crônica/imunologia , Humanos , Processamento de Imagem Assistida por Computador , Imunidade Inata , Antígenos Comuns de Leucócito/metabolismo , Fígado/patologia , Masculino , Pessoa de Meia-Idade , Adulto Jovem
11.
Hepatology ; 73(3): 937-951, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-32416645

RESUMO

BACKGROUND AND AIMS: Predictive, noninvasive tools are needed to monitor key features of nonalcoholic fatty liver disease (NAFLD) in children that relate to improvement in liver histology. The purpose of this study was to evaluate the relationship between liver chemistries and liver histology using data from the CyNCh (Cysteamine Bitartrate Delayed-Release for the Treatment of NAFLD in Children) clinical trial. APPROACH AND RESULTS: This study included 146 children. Improvement in liver histology, defined as decrease in nonalcoholic fatty liver disease (NAFLD) Activity Score ≥2 points without worsening of fibrosis, occurred in 43 participants (30%). There were 46 participants with borderline zone 1 nonalcoholic steatohepatitis (NASH) at baseline, with resolution in 28% (12 of 46). Multivariate models were constructed using baseline and change in alanine aminotransferase (ALT), aspartate aminotransferase (AST), and gamma-glutamyl transferase (GGT) at 52 weeks, for improvement in (1) liver histology primary outcome, (2) borderline zone 1 NASH, and (3) fibrosis. For improvement in histology, the model (P < 0.0001) retained baseline and change in GGT (area under the receiver operating characteristic [AUROC], 0.79; 95% confidence interval [CI], 0.71-0.87). For borderline zone 1 NASH, the model (P = 0.0004) retained baseline and change in ALT (AUROC, 0.80; 95% CI, 0.67-0.93). For fibrosis, the model (P < 0.001) retained baseline and change in ALT (AUROC, 0.80; 95% CI, 0.67-0.93). Additional clinical parameters were added to the models using Akaike's information criterion selection, and significantly boosted performance: improvement in histology with AUROC of 0.89 (95% CI, 0.82-0.95), borderline zone 1 NASH with AUROC of 0.91 (95% CI, 0.83-0.99), and fibrosis with AUROC of 0.89 (95% CI, 0.82-0.94). Models were validated using data from the TONIC (Treatment of Nonalcoholic Fatty Liver Disease in Children) trial. CONCLUSIONS: In children with NAFLD, dynamic changes in serum ALT and GGT are associated with change in liver histology and appear to be powerful indicators of histological response.


Assuntos
Alanina Transaminase/metabolismo , Fígado/patologia , Hepatopatia Gordurosa não Alcoólica/enzimologia , gama-Glutamiltransferase/metabolismo , Adolescente , Alanina Transaminase/sangue , Aspartato Aminotransferases/sangue , Aspartato Aminotransferases/metabolismo , Criança , Cisteamina/administração & dosagem , Cisteamina/uso terapêutico , Preparações de Ação Retardada , Feminino , Humanos , Masculino , Hepatopatia Gordurosa não Alcoólica/sangue , Hepatopatia Gordurosa não Alcoólica/tratamento farmacológico , Hepatopatia Gordurosa não Alcoólica/patologia , Valor Preditivo dos Testes , Prognóstico , Indução de Remissão , Resultado do Tratamento , gama-Glutamiltransferase/sangue
12.
J Pediatr Gastroenterol Nutr ; 71(3): 407-417, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32826718

RESUMO

In 1989, a collaboration between the Centers for Disease Control (CDC) and a California biotechnology company identified the hepatitis C virus (HCV, formerly known as non-A, non-B hepatitis virus) as the causative agent in the epidemic of silent posttransfusion hepatitis resulting in cirrhosis. We now know that, the HCV genome is a 9.6 kb positive, single-stranded RNA. A single open reading frame encodes a 3011 amino acid residue polyprotein that undergoes proteolysis to yield 10 individual gene products, consisting of 3 structural proteins (core and envelope glycoproteins E1 and E2) and 7 nonstructural (NS) proteins (p7, NS2, NS3, NS4A, NS4B, NS5A, and NS5B), which participate in posttranslational proteolytic processing and replication of HCV genetic material. Less than 25 years later, a new class of medications, known as direct-acting antivirals (DAAs) which target these proteins, were introduced to treat HCV infection. These highly effective antiviral agents are now approved for use in children as young as 3 years of age and have demonstrated sustained virologic responses exceeding 90% in most genotypes. Although tremendous scientific progress has been made, the incidence of acute HCV infections has increased by 4-fold since 2005, compounded in the last decade by a surge in opioid and intravenous drug use. Unfortunately, awareness of this deadly hepatotropic virus among members of the lay public remains limited. Patient education, advocacy, and counseling must, therefore, complement the availability of curative treatments against HCV infection if this virus is to be eradicated.


Assuntos
Gastroenterologia , Hepatite C Crônica , Hepatite C , Antivirais/uso terapêutico , Criança , Hepacivirus/genética , Hepatite C/tratamento farmacológico , Hepatite C/epidemiologia , Humanos , Estados Unidos , Proteínas não Estruturais Virais/genética
13.
Gastroenterology ; 159(5): 1731-1751.e10, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32712103

RESUMO

BACKGROUND & AIMS: Nonalcoholic fatty liver disease (NAFLD) is the most common pediatric chronic liver disease. Little is known about outcomes in recognized youth. METHODS: We compared paired liver biopsies from 122 of 139 children with NAFLD (74% male; 64% white; 71% Hispanic; mean age, 13 ± 3 years; age range, 8-17 years) who received placebo and standard of care lifestyle advice in 2 double-blind, randomized clinical trials within the nonalcoholic steatohepatitis (NASH) clinical research network from 2005 through 2015. We analyzed histologic changes with respect to baseline and longitudinal change in clinical variables using regression analysis. RESULTS: At enrollment, 31% of the children had definite NASH, 34% had borderline zone 1 NASH, 13% had borderline zone 3 NASH, and 21% had fatty liver but not NASH. Over a mean period of 1.6 ± 0.4 years, borderline or definite NASH resolved in 29% of the children, whereas 18% of the children with fatty liver or borderline NASH developed definite NASH. Fibrosis improved in 34% of the children but worsened in 23%. Any progression to definite NASH and/or in fibrosis was associated with adolescent age, and higher waist circumference, levels of alanine or aspartate aminotransferase, total and low-density lipoprotein cholesterol at baseline (<0.05), and over follow-up time, with increasing level of alanine aminotransferase, hemoglobin A1C (P<.05), gamma-glutamyl transferase and development of type 2 diabetes (P<.01). Increasing level of gamma-glutamyl transferase was also associated with reduced odds of any improvement (P = .003). CONCLUSIONS: One-third of children with NAFLD enrolled in placebo groups of clinical trials had histologic features of progression within 2 years, in association with increasing obesity and serum levels of aminotransferases and loss of glucose homeostasis.


Assuntos
Estilo de Vida Saudável , Hepatopatia Gordurosa não Alcoólica/terapia , Comportamento de Redução do Risco , Adolescente , Fatores Etários , Alanina Transaminase/sangue , Aspartato Aminotransferases/sangue , Biomarcadores/sangue , Biópsia , Glicemia/metabolismo , Criança , Diabetes Mellitus Tipo 2/epidemiologia , Progressão da Doença , Feminino , Humanos , Masculino , Hepatopatia Gordurosa não Alcoólica/diagnóstico , Hepatopatia Gordurosa não Alcoólica/epidemiologia , Obesidade Infantil/epidemiologia , Estudos Prospectivos , Ensaios Clínicos Controlados Aleatórios como Assunto , Medição de Risco , Fatores de Risco , Índice de Gravidade de Doença , Fatores de Tempo , Resultado do Tratamento
14.
J Pediatr Gastroenterol Nutr ; 71(1): 99-105, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32265408

RESUMO

OBJECTIVES: Chronic hepatitis B virus infection is a major cause of morbidity and mortality. The aim of the study is to describe the hepatic histology in children chronically infected with hepatitis B virus living in the United States and Canada. METHODS: Liver biopsies of 134 treatment-naïve children with chronic hepatitis B virus infection were scored for inflammation, fibrosis, and other histological features, and correlated with clinical and laboratory data. RESULTS: Sixty percentage of subjects acquired the infection vertically, 51% were male, and 69% were hepatitis B e antigen-positive at the time of the biopsy. Hepatitis B DNA levels were generally high (mean 7.70 log IU/mL), as was serum alanine aminotransferase (median 120 U/L). Using the Ishak-modified histology activity index scoring system, interface hepatitis was mild in 31%, moderate in 61%, and severe in 6%. Lobular inflammation was mild in 54%, moderate in 29%, and marked in 7%. Portal inflammation was mild in 38% and moderate in 62% of subjects. Eighteen percentage had no fibrosis, 59% had portal expansion without bridging fibrosis, 19% had bridging fibrosis, and 4% had cirrhosis. Alanine aminotransferase positively correlated with inflammation and fibrosis. Neither age, duration of infection, nor Hepatitis B virus DNA levels correlated with fibrosis. Fibrosis-4 index did not correlate with fibrosis but correlated with inflammation. Aspartate aminotransferase/platelet ratio index correlated with both inflammation and fibrosis. CONCLUSIONS: Chronic hepatitis B virus infection results in significant inflammation and fibrosis during childhood. Serum alanine aminotransferase is a strong indicator of the severity and extent of hepatic inflammation and fibrosis.


Assuntos
Hepatite B Crônica , Hepatite B , Alanina Transaminase , Biópsia , Canadá/epidemiologia , Criança , Feminino , Vírus da Hepatite B , Hepatite B Crônica/complicações , Humanos , Fígado/patologia , Cirrose Hepática/etiologia , Cirrose Hepática/patologia , Masculino , Estados Unidos/epidemiologia
15.
J Pediatr ; 219: 62-69.e4, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32061406

RESUMO

OBJECTIVE: To assess if a heterogeneous pattern on research liver ultrasound examination can identify children at risk for advanced cystic fibrosis (CF) liver disease. STUDY DESIGN: Planned 4-year interim analysis of a 9-year multicenter, case-controlled cohort study (Prospective Study of Ultrasound to Predict Hepatic Cirrhosis in CF). Children with pancreatic insufficient CF aged 3-12 years without known cirrhosis, Burkholderia species infection, or short bowel syndrome underwent a screening research ultrasound examination. Participants with a heterogeneous liver ultrasound pattern were matched (by age, Pseudomonas infection status, and center) 1:2 with participants with a normal pattern. Clinical status and laboratory data were obtained annually and research ultrasound examinations biannually. The primary end point was the development of a nodular research ultrasound pattern, a surrogate for advanced CF liver disease. RESULTS: There were 722 participants who underwent screening research ultrasound examination, of which 65 were heterogeneous liver ultrasound pattern and 592 normal liver ultrasound pattern. The final cohort included 55 participants with a heterogeneous liver ultrasound pattern and 116 participants with a normal liver ultrasound pattern. All participants with at least 1 follow-up research ultrasound were included. There were no differences in age or sex between groups at entry. Alanine aminotransferase (42 ± 22 U/L vs 32 ± 19 U/L; P = .0033), gamma glutamyl transpeptidase (36 ± 34 U/L vs 15 ± 8 U/L; P < .001), and aspartate aminotransferase to platelet ratio index (0.7 ± 0.5 vs 0.4 ± 0.2; P < .0001) were higher in participants with a heterogeneous liver ultrasound pattern compared with participants with a normal liver ultrasound pattern. Participants with a heterogeneous liver ultrasound pattern had a 9.1-fold increased incidence (95% CI, 2.7-30.8; P = .0004) of nodular pattern vs a normal liver ultrasound pattern (23% in heterogeneous liver ultrasound pattern vs 2.6% in normal liver ultrasound pattern). CONCLUSIONS: Research liver ultrasound examinations can identify children with CF at increased risk for developing advanced CF liver disease.


Assuntos
Fibrose Cística/complicações , Hepatopatias/etiologia , Fígado/patologia , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Humanos , Fígado/diagnóstico por imagem , Hepatopatias/diagnóstico , Masculino , Estudos Prospectivos , Medição de Risco , Ultrassonografia
16.
J Pathol Clin Res ; 6(1): 83-93, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31591823

RESUMO

ΔNp63, also known as p40, regulates stemness of normal mammary gland epithelium and provides stem cell characteristics in basal and HER2-driven murine breast cancer models. Whilst ΔNp63/p40 is a characteristic feature of normal basal cells and basal-type triple-negative breast cancer, some receptor-positive breast cancers express ΔNp63/p40 and its overexpression imparts cancer stem cell-like properties in ER+ cell lines. However, the incidence of ER+ and HER2+ tumours that express ΔNp63/p40 is unclear and the phenotype of ΔNp63/p40+ cells in these tumours remains uncertain. Using immunohistochemistry with p63 isoform-specific antibodies, we identified a ΔNp63/p40+ tumour cell subpopulation in 100 of 173 (58%) non-triple negative breast cancers and the presence of this population associated with improved survival in patients with ER- /HER2+ tumours (p = 0.006). Furthermore, 41% of ER+ /PR+ and/or HER2+ locally metastatic breast cancers expressed ΔNp63/p40, and these cells commonly accounted for <1% of the metastatic tumour cell population that localised to the tumour/stroma interface, exhibited an undifferentiated phenotype and were CD44+ /ALDH- . In vitro studies revealed that MCF7 and T47D (ER+ ) and BT-474 (HER2+ ) breast cancer cell lines similarly contained a small subpopulation of ΔNp63/p40+ cells that increased in mammospheres. In vivo, MCF7 xenografts contained ΔNp63/p40+ cells with a similar phenotype to primary ER+ cancers. Consistent with tumour samples, these cells also showed a distinct location at the tumour/stroma interface, suggesting a role for paracrine factors in the induction or maintenance of ΔNp63/p40. Thus, ΔNp63/p40 is commonly present in a small population of tumour cells with a distinct phenotype and location in ER+ and/or HER2+ human breast cancers.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/patologia , Células-Tronco Neoplásicas/patologia , Fatores de Transcrição/metabolismo , Proteínas Supressoras de Tumor/metabolismo , Animais , Biomarcadores Tumorais/análise , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Feminino , Xenoenxertos , Humanos , Camundongos , Células-Tronco Neoplásicas/metabolismo , Fenótipo , Receptor ErbB-2/genética , Receptor ErbB-2/metabolismo , Receptores de Estrogênio/genética , Receptores de Estrogênio/metabolismo
17.
Stud Health Technol Inform ; 264: 1453, 2019 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-31438177

RESUMO

We completed a pilot study to guide the development of the VA Research Precision Oncology Data Commons infrastructure as a collaboration platform with the greater research community. Our results using a small subset of patients from the VA's Precision Oncology Program demonstrate the feasibility of our data sharing platform to build predictive models for lung cancer survival using machine learning, as well as highlight the potential of target genome sequencing data.


Assuntos
Neoplasias Pulmonares , Veteranos , Humanos , Aprendizado de Máquina , Projetos Piloto , Medicina de Precisão , Estados Unidos , United States Department of Veterans Affairs
18.
J Pediatr Gastroenterol Nutr ; 68(6): 788-792, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30921261

RESUMO

OBJECTIVES: In adults, elevated hepatic venous pressure gradients (HVPGs) are correlated with the degree of liver fibrosis on histopathology and predict worse outcomes including variceal bleeding and death. We aimed to examine the association between HVPG measurements, histopathologic findings, and clinical indicators of portal hypertension in children. METHODS: Utilizing retrospective data from 2 pediatric centers between 2006 and 2015, we identified children who underwent simultaneous HVPG measurement and transjugular liver biopsy. Medical charts were reviewed for histopathology, imaging, endoscopic, and clinical data. RESULTS: Forty-one children (median age 11 years) were included in the analysis with diagnoses of acute hepatitis (n = 15), chronic liver disease (n = 12), hepatic noncirrhotic portal hypertension (n = 4), acute liver failure (n = 3), and nonhepatic causes of portal hypertension (n = 7). Elevated mean HVPG measurements were found in children with acute liver failure (10 mmHg, range 4-12) and chronic liver disease (7 mmHg, range 1-12). HVPG measurements did not correlate with the histological severity of fibrosis (ρ = 0.23, P = 0.14) or portal inflammation (ρ = 0.24, P = 0.29), and no difference was found in HVPG when comparing children with and without a history of variceal bleeding (P = 0.43). CONCLUSIONS: HVPG measurements do not correlate significantly with the degree of hepatic fibrosis on biopsy. Furthermore, HVPG measurements are not associated with the presence of varices or history of variceal bleeding, suggesting the possibility of intrahepatic shunting in children with advanced liver disease. Therefore, unlike in adults, HVPG measurements may not accurately predict children who are at risk of complications from portal hypertension.


Assuntos
Hipertensão Portal/diagnóstico , Testes de Função Hepática/estatística & dados numéricos , Pressão na Veia Porta , Índice de Gravidade de Doença , Biópsia , Criança , Feminino , Humanos , Hipertensão Portal/fisiopatologia , Fígado/irrigação sanguínea , Fígado/diagnóstico por imagem , Fígado/fisiopatologia , Cirrose Hepática/diagnóstico por imagem , Cirrose Hepática/fisiopatologia , Testes de Função Hepática/métodos , Masculino , Veia Porta/diagnóstico por imagem , Veia Porta/fisiopatologia , Portografia/estatística & dados numéricos , Valor Preditivo dos Testes , Estudos Retrospectivos
19.
J Pediatr Gastroenterol Nutr ; 67(4): 437-440, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-30063586

RESUMO

INTRODUCTION: Pediatricians and liver specialists in the United States and Canada continue to encounter hepatitis B virus (HBV) infection in high-risk populations, including unvaccinated children, adopted children, and immigrants. Although hepatocellular carcinoma (HCC) is a known complication of HBV, there exists a paucity of data regarding the clinical presentation of HBV-associated HCC in children in these countries. METHODS: Investigators at 4 medical centers with large numbers of HBV-positive children queried their pathology and/or oncology databases to identify all cases of HBV-infected children <18 years old presenting with HCC between 1990 and 2015. Clinical data were extracted from chart review. RESULTS: The group identified 8 patients, 8 to 17 years old, including 6 (75%) males. All individuals were assumed to be infected through vertical transmission. Three (38%) presented initially to the emergency room, 2 (25%) to a general pediatrician, 1 (13%) to a hepatologist, and the initial location was not documented in 2 (25%) cases. Three patients were asymptomatic, but the most common symptoms were abdominal pain (50%) and fatigue (38%). Hepatomegaly was present in 5 (63%) patients. Viral load was not documented in any patient. Only 3 patients had their HBeAg status documented and all individuals were HBeAg(-) and anti-HBe(+). Aspartate aminotransferase (AST) ranged from 13 to 575 IU/L, and alanine aminotransferase (ALT) ranged from 14 to 212 IU/L; 4 patients had AST and ALT < 1.5 times the upper limit of normal. Three patients had elevated bilirubin and gamma glutamyl transpeptidase (GGT), and 3 had normal bilirubin and GGT; 1 patient had unknown bilirubin and a separate patient had unknown GGT. Alpha-fetoprotein (AFP) was elevated in 3 patients (range 2.556-7.600 ng/mL), normal in 2 patients, and not documented in 3 patients. Ultrasound was initially used to identify the tumor in 5 patients whereas computerized axial tomography scan was used in 3 patients. Six patients had multiple nodules on initial imaging. CONCLUSIONS: Although rare, HBV-associated HCC occurs in young children, often with normal liver enzymes, bilirubin, GGT, and AFP. Only routine imaging with ultrasound or computerized axial tomography scan consistently identified the tumor. These data may help inform screening for HCC including age of initiation and the role for imaging over laboratory testing.


Assuntos
Carcinoma Hepatocelular/diagnóstico , Vírus da Hepatite B , Hepatite B/complicações , Neoplasias Hepáticas/diagnóstico , Tomografia Computadorizada por Raios X/métodos , Ultrassonografia/métodos , Adolescente , Canadá , Carcinoma Hepatocelular/virologia , Criança , Feminino , Hepatite B/transmissão , Humanos , Transmissão Vertical de Doenças Infecciosas , Fígado/diagnóstico por imagem , Fígado/virologia , Testes de Função Hepática , Neoplasias Hepáticas/virologia , Masculino , Estudos Retrospectivos , Fatores de Risco , Estados Unidos
20.
J Pediatr Gastroenterol Nutr ; 66(1): 122-127, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28906321

RESUMO

OBJECTIVES: Cirrhosis occurs in 5% to 10% of cystic fibrosis (CF) patients, often accompanied by portal hypertension. We analyzed 3 adverse liver outcomes, variceal bleeding (VB), liver transplant (LT), and liver-related death (LD), and risk factors for these in CF Foundation Patient Registry subjects with reported cirrhosis. METHODS: We determined 10-year incidence rates for VB, LT, LD, and all-cause mortality (ACM), and examined risk factors using competing risk models and Cox-proportional hazard regression. RESULTS: From 2003 to 2012, 943 participants (41% females, mean age 18.1 years) had newly reported cirrhosis; 24.7% required insulin, 85% had previous pseudomonas. Seventy-three subjects had reported VB: 38 with first VB and new cirrhosis reported simultaneously and 35 with VB after cirrhosis report. Ten-year cumulative VB, LT, and LD rates were 6.6% (95% confidence interval [CI]: 4.0, 9.1%), 9.9% (95% CI: 6.6%, 13.2%), and 6.9% (95% CI: 4.0%, 9.8%), respectively, with an ACM of 39.2% (95% CI: 30.8, 36.6%). ACM was not increased in subjects with VB compared to those without (hazard ratio [HR] 1.10, 95% CI: 0.59, 2.08). CF-related diabetes (HR: 3.141, 95% CI:1.56, 6.34) and VB (HR: 4.837, 95% CI: 2.33, 10.0) were associated with higher LT risk, whereas only worse lung function was associated with increased LD in multivariate analysis. Death rate among subjects with VB was 24% with LT and 20.4% with native liver. CONCLUSIONS: VB is an uncommon complication of CF cirrhosis and can herald the diagnosis, but does not affect ACM. Adverse liver outcomes and ACM are frequent by 10 years after cirrhosis report.


Assuntos
Fibrose Cística/complicações , Varizes Esofágicas e Gástricas/etiologia , Hemorragia Gastrointestinal/etiologia , Cirrose Hepática/etiologia , Adolescente , Criança , Varizes Esofágicas e Gástricas/epidemiologia , Varizes Esofágicas e Gástricas/cirurgia , Feminino , Hemorragia Gastrointestinal/epidemiologia , Hemorragia Gastrointestinal/cirurgia , Humanos , Cirrose Hepática/epidemiologia , Cirrose Hepática/mortalidade , Cirrose Hepática/cirurgia , Transplante de Fígado , Estudos Longitudinais , Masculino , Prognóstico , Modelos de Riscos Proporcionais , Sistema de Registros , Fatores de Risco
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