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1.
Am J Clin Nutr ; 120 Suppl 1: S15-S30, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39300660

RESUMO

BACKGROUND: Environmental enteric dysfunction (EED) is an asymptomatic intestinal disorder associated with growth impairment, delayed neurocognitive development, and impaired oral vaccine responses. OBJECTIVES: We set out to develop and validate a histopathologic scoring system on duodenal biopsies from a cohort study of children with growth failure in Bangladesh, Pakistan, and Zambia ("EED") with reference to biopsies from United States children with no clinically reported histologic pathology (referred to hereafter as "normal") or celiac disease. METHODS: Five gastrointestinal pathologists evaluated 745 hematoxylin and eosin slide images from 291 children with EED (mean age: 1.6 y) and 66 United States children (mean age: 6.8 y). Histomorphologic features (i.e., villus/crypt architecture, goblet cells, epithelial and lamina propria acute/chronic inflammation, Brunner's glands, Paneth cells, epithelial detachment, enterocyte injury, and foveolar metaplasia) were used to score each histopathologic slide. Generalized estimating equations were used to determine differences between EED, normal, and celiac disease, and receiver operating characteristic curves were used to assess predictive value. RESULTS: Biopsies from the duodenal bulb showed higher intramucosal Brunner's gland scores and lower intraepithelial lymphocyte scores than from the second or third parts of the duodenum (D2/3), so only D2/3 were included in the final analysis. Although 7 parameters differed significantly between EED and normal biopsies in regression models, only 5 (blunted villus architecture, increased intraepithelial lymphocytosis, goblet cell depletion, Paneth cell depletion, and reduced intramucosal Brunner's glands) were required to create a total score percentage (TSP-5) that correctly identified EED against normal biopsies (AUC: 0.992; 95% CI: 0.983, 0.998). Geographic comparisons showed more severe goblet cell depletion in Bangladesh and more marked intraepithelial lymphocytosis in Pakistan. CONCLUSIONS: This scoring system involving 5 histologic parameters demonstrates very high discrimination between EED and normal biopsies, indicating that this scoring system can be applied with confidence to studies of intestinal biopsies in EED.


Assuntos
Duodeno , Humanos , Bangladesh/epidemiologia , Paquistão/epidemiologia , Zâmbia/epidemiologia , Estudos de Coortes , Criança , Feminino , Masculino , Lactente , Pré-Escolar , Duodeno/patologia , Estados Unidos/epidemiologia , Biópsia , Enteropatias/patologia , Doença Celíaca/patologia , Mucosa Intestinal/patologia , Células Caliciformes/patologia , Transtornos da Nutrição Infantil/epidemiologia , Transtornos da Nutrição Infantil/patologia
2.
Nat Commun ; 15(1): 3764, 2024 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-38704361

RESUMO

Crohn disease (CD) burden has increased with globalization/urbanization, and the rapid rise is attributed to environmental changes rather than genetic drift. The Study Of Urban and Rural CD Evolution (SOURCE, n = 380) has considered diet-omics domains simultaneously to detect complex interactions and identify potential beneficial and pathogenic factors linked with rural-urban transition and CD. We characterize exposures, diet, ileal transcriptomics, metabolomics, and microbiome in newly diagnosed CD patients and controls in rural and urban China and Israel. We show that time spent by rural residents in urban environments is linked with changes in gut microbial composition and metabolomics, which mirror those seen in CD. Ileal transcriptomics highlights personal metabolic and immune gene expression modules, that are directly linked to potential protective dietary exposures (coffee, manganese, vitamin D), fecal metabolites, and the microbiome. Bacteria-associated metabolites are primarily linked with host immune modules, whereas diet-linked metabolites are associated with host epithelial metabolic functions.


Assuntos
Doença de Crohn , Dieta , Microbioma Gastrointestinal , População Rural , População Urbana , Doença de Crohn/microbiologia , Doença de Crohn/genética , Humanos , Masculino , Feminino , China/epidemiologia , Adulto , Israel/epidemiologia , Metabolômica , Estudos de Coortes , Pessoa de Meia-Idade , Fezes/microbiologia , Íleo/microbiologia , Íleo/metabolismo , Transcriptoma , Adulto Jovem
3.
Clin Transl Gastroenterol ; 15(5): e00695, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38483287

RESUMO

INTRODUCTION: Circulating tissue transglutaminase immunoglobulin A concentration is a sensitive and specific indicator of celiac disease, but discrepancies between serologic and histologic findings occur. We hypothesized that fecal markers of inflammation and protein loss would be greater in patients with untreated celiac disease than in healthy controls. Our study aims to evaluate multiple fecal and plasma markers in celiac disease and correlate these findings with serologic and histologic findings as noninvasive means of evaluating disease activity. METHODS: Participants with positive celiac serologies and controls with negative celiac serologies were prospectively enrolled before upper endoscopy. Blood, stool, and duodenal biopsies were collected. Concentrations of fecal lipocalin-2, calprotectin, and alpha-1-antitrypsin and plasma lipocalin-2 were determined. Biopsies underwent modified Marsh scoring. Significance was tested between cases and controls, modified Marsh score and tissue transglutaminase immunoglobulin A concentration. RESULTS: Lipocalin-2 was significantly elevated in the stool ( P = 0.006) but not the plasma of participants with positive celiac serologies. There was no significant difference in fecal calprotectin or alpha-1 antitrypsin between participants with positive celiac serologies and controls. Fecal alpha-1 antitrypsin >100 mg/dL was specific, but not sensitive for biopsy-proven celiac disease. DISCUSSION: Lipocalin-2 is elevated in the stool but not the plasma of patients with celiac disease suggesting a role of local inflammatory response. Calprotectin was not a useful marker in the diagnosis of celiac disease. While random fecal alpha-1 antitrypsin was not significantly elevated in cases compared with controls, an elevation of greater than 100 mg/dL was 90% specific for biopsy-proven celiac disease.


Assuntos
Biomarcadores , Doença Celíaca , Duodeno , Fezes , Proteínas de Ligação ao GTP , Imunoglobulina A , Complexo Antígeno L1 Leucocitário , Lipocalina-2 , Proteína 2 Glutamina gama-Glutamiltransferase , Transglutaminases , alfa 1-Antitripsina , Humanos , Doença Celíaca/diagnóstico , Doença Celíaca/sangue , Doença Celíaca/patologia , Feminino , Biomarcadores/sangue , Biomarcadores/análise , Masculino , Criança , alfa 1-Antitripsina/sangue , Complexo Antígeno L1 Leucocitário/análise , Complexo Antígeno L1 Leucocitário/sangue , Fezes/química , Lipocalina-2/sangue , Lipocalina-2/análise , Transglutaminases/imunologia , Transglutaminases/sangue , Estudos Prospectivos , Pré-Escolar , Imunoglobulina A/sangue , Proteínas de Ligação ao GTP/imunologia , Proteínas de Ligação ao GTP/sangue , Adolescente , Duodeno/patologia , Biópsia , Estudos de Casos e Controles , Lipocalinas/sangue , Proteínas de Fase Aguda/análise , Proteínas de Fase Aguda/metabolismo , Inflamação/diagnóstico , Inflamação/sangue
4.
medRxiv ; 2023 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-37398390

RESUMO

Background: Circulating tissue transglutaminase IgA (TTG IgA) concentrations are sensitive and specific indicators of celiac disease, but discrepancies between serologic and histologic findings still occur. We hypothesized that fecal markers of inflammation and protein loss would be greater in patients with untreated celiac disease than in healthy controls. Our study aims to evaluate multiple fecal and plasma markers in celiac disease and correlate these findings with serologic and histologic findings as non-invasive means of evaluating disease activity. Methods: Participants with positive celiac serologies and controls with negative celiac serologies were enrolled at the time of upper endoscopy. Blood, stool and duodenal biopsies were collected. Concentrations of fecal lipocalin-2, calprotectin and alpha-1-antitrypsin and plasma lipcalin-2 were determined. Biopsies underwent modified Marsh scoring. Significance was tested between cases and controls, modified Marsh score and TTG IgA concentration. Results: Lipocalin-2 was significantly elevated in the stool ( p =0.007) but not the plasma of participants with positive celiac serologies compared to controls. There was no significant difference in fecal calprotectin or alpha-1 antitrypsin between participants with positive celiac serologies and controls. Fecal alpha-1 antitrypsin >100mg/dL was specific, but not sensitive for biopsy proven celiac disease. Conclusions: Lipocalin-2 is elevated in the stool but not the plasma of patients with celiac disease suggesting a role in the local inflammatory response. Calprotectin was not a useful marker in the diagnosis of celiac disease and did not correlate with degree of histologic changes on biopsy. While random fecal alpha-1 antitrypsin was not significantly elevated in cases compared to controls, an elevation of greater than 100mg/dL was 90% specific for biopsy proven celiac disease.

5.
JCI Insight ; 8(9)2023 05 08.
Artigo em Inglês | MEDLINE | ID: mdl-37014710

RESUMO

RNA-binding protein 47 (RBM47) is required for embryonic endoderm development, but a role in adult intestine is unknown. We studied intestine-specific Rbm47-knockout mice (Rbm47-IKO) following intestinal injury and made crosses into ApcMin/+ mice to examine alterations in intestinal proliferation, response to injury, and tumorigenesis. We also interrogated human colorectal polyps and colon carcinoma tissue. Rbm47-IKO mice exhibited increased proliferation and abnormal villus morphology and cellularity, with corresponding changes in Rbm47-IKO organoids. Rbm47-IKO mice adapted to radiation injury and were protected against chemical-induced colitis, with Rbm47-IKO intestine showing upregulation of antioxidant and Wnt signaling pathways as well as stem cell and developmental genes. Furthermore, Rbm47-IKO mice were protected against colitis-associated cancer. By contrast, aged Rbm47-IKO mice developed spontaneous polyposis, and Rbm47-IKO ApcMin/+ mice manifested an increased intestinal polyp burden. RBM47 mRNA was decreased in human colorectal cancer versus paired normal tissue, along with alternative splicing of tight junction protein 1 mRNA. Public databases revealed stage-specific reduction in RBM47 expression in colorectal cancer associated independently with decreased overall survival. These findings implicate RBM47 as a cell-intrinsic modifier of intestinal growth, inflammatory, and tumorigenic pathways.


Assuntos
Colite , Neoplasias do Colo , Adulto , Camundongos , Humanos , Animais , Idoso , Camundongos Knockout , Colite/induzido quimicamente , Colite/genética , Neoplasias do Colo/genética , Carcinogênese/genética , Proliferação de Células , RNA Mensageiro/genética , Estresse Oxidativo , Proteínas de Ligação a RNA/genética
6.
Am J Surg Pathol ; 47(1): 1-11, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36322988

RESUMO

Various stem cell markers (eg, epithelial cell adhesion molecule [EpCAM], cytokeratin 19 [K19]) have been reported as predictors of poor prognosis in hepatocellular carcinoma (HCC). However, the data remain limited, particularly in Western populations, and are often contradictory. In this study, the prognostic value of positive SOX9 immunohistochemistry was compared with that of more established markers EpCAM and K19 in a large cohort (n=216) of North American patients. The independent HCC cohort in The Cancer Gene Atlas (n=360) was utilized to validate our findings. Finally, molecular signatures associated with SOX9 -high HCC were determined. We found that the expression of SOX9, but not EpCAM or K19, was associated with worse overall survival and disease-free survival (DFS) and was an independent prognostic factor for DFS in our North American cohort, in which hepatitis C infection was the most common underlying etiology. High SOX9 mRNA level, but not increased expression of EpCAM mRNA or K19 mRNA, was also associated with worse DFS and was an independent prognostic factor for DFS in The Cancer Gene Atlas cohort. This group had underlying causes, including an increased incidence of hepatitis B, significantly different from our initial cohort. High SOX9 mRNA level is associated with molecular pathways important in HCC pathogenesis. Increased SOX9 expression is clinically and biologically relevant for HCC arising in patients with a variety of underlying etiologies. Immunohistochemistry for SOX9 is a reliable proxy for increased SOX9 mRNA and can be used to predict prognosis in HCC cases.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/patologia , Molécula de Adesão da Célula Epitelial , Queratina-19/metabolismo , Neoplasias Hepáticas/patologia , Antígenos de Neoplasias/metabolismo , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Prognóstico , RNA Mensageiro , Células-Tronco/metabolismo , Células-Tronco/patologia , Fatores de Transcrição SOX9
7.
Front Pediatr ; 10: 874116, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35463906

RESUMO

Background and Aim: We sought to correlate two different measures of gut permeability [lactulose:mannitol (L:M) and lactulose:rhamnose (L:R)] to the severity of duodenal histopathology in children with and without elevated antibodies to tissue transglutaminase (tTG). A secondary objective was to correlate gut permeability with celiac disease (CD) serology and indices of inflammation and bacterial product translocation. Methods: We prospectively randomized children undergoing endoscopy with abnormal (n = 54) and normal (n = 10) concentrations of circulating antibodies to tTG, to either L:M or L:R. Biopsies underwent modified Marsh scoring to measure mucosal injury. Circulating anticore Escherichia coli lipopolysaccharide (LPS) IgG, α-1 acid glycoprotein, LPS-binding protein, and C-reactive protein concentrations were measured by enzyme immunoassays. Results: Of the 54 cases with positive celiac serology, 31 and 69% had modified Marsh 0/1 scores or ≥3a, respectively. Circulating tTG IgA correlated with the modified Marsh score (p = 0.03). L:R, but not L:M or percent L excreted, differed according to modified Marsh scores (p = 0.01). There was no significant association between any systemic marker of inflammation or gut injury, and modified Marsh scores. Concerningly, most participants had evidence of urinary M before the challenge sugar was administered. Conclusions: L:R, but not L:M, is associated with modified Marsh scores in children undergoing small bowel biopsy for suspected CD. Despite increased intestinal permeability, we see scant evidence of systemic exposure to gut microbes in these children. Gut permeability testing with L:R may predict which patients with abnormal celiac serology will have biopsy evidence for celiac disease and reduce the proportion of such patients undergoing endoscopy whose Marsh scores are ≤1. M should not be used as a monosaccharide for permeability testing in children.

8.
Gut ; 71(7): 1289-1301, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-34261752

RESUMO

OBJECTIVE: Fibrosis is a common feature of Crohn's disease (CD) which can involve the mesenteric fat. However, the molecular signature of this process remains unclear. Our goal was to define the transcriptional signature of mesenteric fibrosis in CD subjects and to model mesenteric fibrosis in mice to improve our understanding of CD pathogenesis. DESIGN: We performed histological and transcriptional analysis of fibrosis in CD samples. We modelled a CD-like fibrosis phenotype by performing repeated colonic biopsies in mice and analysed the model by histology, type I collagen-targeted positron emission tomography (PET) and global gene expression. We generated a gene set list of essential features of mesenteric fibrosis and compared it to mucosal biopsy datasets from inflammatory bowel disease patients to identify a refined gene set that correlated with clinical outcomes. RESULTS: Mesenteric fibrosis in CD was interconnected to areas of fibrosis in all layers of the intestine, defined as penetrating fibrosis. We found a transcriptional signature of differentially expressed genes enriched in areas of the mesenteric fat of CD subjects with high levels of fibrosis. Mice subjected to repeated colonic biopsies showed penetrating fibrosis as shown by histology, PET imaging and transcriptional analysis. Finally, we composed a composite 24-gene set list that was linked to inflammatory fibroblasts and correlated with treatment response. CONCLUSION: We linked histopathological and molecular features of CD penetrating fibrosis to a mouse model of repeated biopsy injuries. This experimental system provides an innovative approach for functional investigations of underlying profibrotic mechanisms and therapeutic concepts in CD.


Assuntos
Doença de Crohn , Animais , Doença de Crohn/complicações , Doença de Crohn/tratamento farmacológico , Doença de Crohn/genética , Fibrose , Humanos , Intestinos/patologia , Mesentério/patologia , Camundongos , Inibidores do Fator de Necrose Tumoral
9.
Gut ; 71(5): 961-973, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-33849943

RESUMO

OBJECTIVE: Recent studies have found aristaless-related homeobox gene (ARX)/pancreatic and duodenal homeobox 1 (PDX1), alpha-thalassemia/mental retardation X-linked (ATRX)/death domain-associated protein (DAXX) and alternative lengthening of telomeres (ALT) to be promising prognostic biomarkers for non-functional pancreatic neuroendocrine tumours (NF-PanNETs). However, they have not been comprehensively evaluated, especially among small NF-PanNETs (≤2.0 cm). Moreover, their status in neuroendocrine tumours (NETs) from other sites remains unknown. DESIGN: An international cohort of 1322 NETs was evaluated by immunolabelling for ARX/PDX1 and ATRX/DAXX, and telomere-specific fluorescence in situ hybridisation for ALT. This cohort included 561 primary NF-PanNETs, 107 NF-PanNET metastases and 654 primary, non-pancreatic non-functional NETs and NET metastases. The results were correlated with numerous clinicopathological features including relapse-free survival (RFS). RESULTS: ATRX/DAXX loss and ALT were associated with several adverse prognostic findings and distant metastasis/recurrence (p<0.001). The 5-year RFS rates for patients with ATRX/DAXX-negative and ALT-positive NF-PanNETs were 40% and 42% as compared with 85% and 86% for wild-type NF-PanNETs (p<0.001 and p<0.001). Shorter 5-year RFS rates for ≤2.0 cm NF-PanNETs patients were also seen with ATRX/DAXX loss (65% vs 92%, p=0.003) and ALT (60% vs 93%, p<0.001). By multivariate analysis, ATRX/DAXX and ALT status were independent prognostic factors for RFS. Conversely, classifying NF-PanNETs by ARX/PDX1 expression did not independently correlate with RFS. Except for 4% of pulmonary carcinoids, ATRX/DAXX loss and ALT were only identified in primary (25% and 29%) and NF-PanNET metastases (62% and 71%). CONCLUSIONS: ATRX/DAXX and ALT should be considered in the prognostic evaluation of NF-PanNETs including ≤2.0 cm tumours, and are highly specific for pancreatic origin among NET metastases of unknown primary.


Assuntos
Deficiência Intelectual , Tumores Neuroendócrinos , Neoplasias Pancreáticas , Talassemia alfa , Proteínas Correpressoras/genética , Genes Homeobox , Proteínas de Homeodomínio , Humanos , Deficiência Intelectual/genética , Chaperonas Moleculares/genética , Recidiva Local de Neoplasia/genética , Tumores Neuroendócrinos/genética , Proteínas Nucleares/genética , Neoplasias Pancreáticas/patologia , Telômero/genética , Telômero/patologia , Fatores de Transcrição/genética , Proteína Nuclear Ligada ao X/genética , Talassemia alfa/genética
10.
Clin Infect Dis ; 73(Suppl_5): S382-S389, 2021 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-34910181

RESUMO

BACKGROUND: Intestinal disorders such as environmental enteric dysfunction (EED) are prevalent in low- and middle-income countries (LMICs) and important contributors to childhood undernutrition and mortality. Autopsies are rarely performed in LMICs but minimally invasive tissue sampling is increasingly deployed as a more feasible and acceptable procedure, although protocols have been devoid of intestinal sampling to date. We sought to determine (1) the feasibility of postmortem intestinal sampling, (2) whether autolysis precludes enteric biopsies' utility, and (3) histopathologic features among children who died during hospitalization with acute illness or undernutrition. METHODS: Transabdominal needle and endoscopic forceps upper and lower intestinal sampling were conducted among children aged 1 week to 59 months who died while hospitalized in Blantyre, Malawi. Autolysis ratings were determined for each hematoxylin and eosin slide, and upper and lower intestinal scoring systems were adapted to assess histopathologic features and their severity. RESULTS: Endoscopic and transabdominal sampling procedures were attempted in 28 and 14 cases, respectively, with >90% success obtaining targeted tissue. Varying degrees of autolysis were present in all samples and precluded histopathologic scoring of 6% of 122 biopsies. Greater autolysis in duodenal samples was seen with longer postmortem interval (Beta = 0.06, 95% confidence interval, 0.02-0.11). Histopathologic features identified included duodenal Paneth and goblet cell depletion. Acute inflammation was absent but chronic inflammation was prevalent in both upper and lower enteric samples. Severe chronic rectal inflammation was identified in children as young as 5.5 weeks. CONCLUSIONS: Minimally invasive postmortem intestinal sampling is feasible and identifies histopathology that can inform mortality contributors.


Assuntos
Desnutrição , Autopsia/métodos , Biópsia , Criança , Humanos , Lactente , Pobreza , Manejo de Espécimes
11.
EBioMedicine ; 67: 103347, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33906066

RESUMO

BACKGROUND: A non-synonymous single nucleotide polymorphism of the ATG16L1 gene, T300A, is a major Crohn's disease (CD) susceptibility allele, and is known to be associated with increased apoptosis induction in the small intestinal crypt base in CD subjects and mouse models. We hypothesized that ATG16L1 T300A genotype also correlates with increased tumor apoptosis and therefore could lead to superior clinical outcome in cancer subjects. METHODS: T300A genotyping by Taqman assay was performed for gastric carcinoma subjects who underwent resection from two academic medical centers. Transcriptomic analysis was performed by RNA-seq on formalin-fixed paraffin-embedded cancerous tissue. Tumor apoptosis and autophagy were determined by cleaved caspase-3 and p62 immunohistochemistry, respectively. The subjects' genotypes were correlated with demographics, various histopathologic features, transcriptome, and clinical outcome. FINDINGS: Of the 220 genotyped subjects, 163 (74%) subjects carried the T300A allele(s), including 55 (25%) homozygous and 108 (49%) heterozygous subjects. The T300A/T300A subjects had superior overall survival than the other groups. Their tumors were associated with increased CD-like lymphoid aggregates and increased tumor apoptosis without concurrent increase in tumor mitosis or defective autophagy. Transcriptomic analysis showed upregulation of WNT/ß-catenin signaling and downregulation of PPAR, EGFR, and inflammatory chemokine pathways in tumors of T300A/T300A subjects. INTERPRETATION: Gastric carcinoma of subjects with the T300A/T300A genotype is associated with repressed EGFR and PPAR pathways, increased tumor apoptosis, and improved overall survival. Genotyping gastric cancer subjects may provide additional insight for clinical stratification.


Assuntos
Proteínas Relacionadas à Autofagia/genética , Carcinoma/genética , Doença de Crohn/genética , Genótipo , Neoplasias Gástricas/genética , Idoso , Idoso de 80 Anos ou mais , Apoptose , Autofagia , Carcinoma/metabolismo , Carcinoma/patologia , Quimiocinas/genética , Quimiocinas/metabolismo , Receptores ErbB/genética , Receptores ErbB/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , PPAR gama/genética , PPAR gama/metabolismo , Neoplasias Gástricas/metabolismo , Neoplasias Gástricas/patologia , Análise de Sobrevida , Transcriptoma , Via de Sinalização Wnt
12.
Science ; 371(6534): 1154-1159, 2021 03 12.
Artigo em Inglês | MEDLINE | ID: mdl-33707263

RESUMO

Alterations of the mycobiota composition associated with Crohn's disease (CD) are challenging to link to defining elements of pathophysiology, such as poor injury repair. Using culture-dependent and -independent methods, we discovered that Debaryomyces hansenii preferentially localized to and was abundant within incompletely healed intestinal wounds of mice and inflamed mucosal tissues of CD human subjects. D. hansenii cultures from injured mice and inflamed CD tissues impaired colonic healing when introduced into injured conventionally raised or gnotobiotic mice. We reisolated D. hansenii from injured areas of these mice, fulfilling Koch's postulates. Mechanistically, D. hansenii impaired mucosal healing through the myeloid cell-specific type 1 interferon-CCL5 axis. Taken together, we have identified a fungus that inhabits inflamed CD tissue and can lead to dysregulated mucosal healing.


Assuntos
Doença de Crohn/microbiologia , Doença de Crohn/patologia , Debaryomyces/isolamento & purificação , Debaryomyces/fisiologia , Mucosa Intestinal/microbiologia , Mucosa Intestinal/patologia , Anfotericina B/farmacologia , Animais , Antibacterianos/farmacologia , Antifúngicos/farmacologia , Quimiocina CCL5/metabolismo , Colo/microbiologia , Colo/patologia , Doença de Crohn/imunologia , Debaryomyces/crescimento & desenvolvimento , Feminino , Microbioma Gastrointestinal , Vida Livre de Germes , Humanos , Íleo/microbiologia , Íleo/patologia , Inflamação , Interferon Tipo I/metabolismo , Mucosa Intestinal/imunologia , Macrófagos/imunologia , Macrófagos/microbiologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL
13.
JAMA Netw Open ; 4(1): e2030939, 2021 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-33471115

RESUMO

Importance: A chronic shortage of donor kidneys is compounded by a high discard rate, and this rate is directly associated with biopsy specimen evaluation, which shows poor reproducibility among pathologists. A deep learning algorithm for measuring percent global glomerulosclerosis (an important predictor of outcome) on images of kidney biopsy specimens could enable pathologists to more reproducibly and accurately quantify percent global glomerulosclerosis, potentially saving organs that would have been discarded. Objective: To compare the performances of pathologists with a deep learning model on quantification of percent global glomerulosclerosis in whole-slide images of donor kidney biopsy specimens, and to determine the potential benefit of a deep learning model on organ discard rates. Design, Setting, and Participants: This prognostic study used whole-slide images acquired from 98 hematoxylin-eosin-stained frozen and 51 permanent donor biopsy specimen sections retrieved from 83 kidneys. Serial annotation by 3 board-certified pathologists served as ground truth for model training and for evaluation. Images of kidney biopsy specimens were obtained from the Washington University database (retrieved between June 2015 and June 2017). Cases were selected randomly from a database of more than 1000 cases to include biopsy specimens representing an equitable distribution within 0% to 5%, 6% to 10%, 11% to 15%, 16% to 20%, and more than 20% global glomerulosclerosis. Main Outcomes and Measures: Correlation coefficient (r) and root-mean-square error (RMSE) with respect to annotations were computed for cross-validated model predictions and on-call pathologists' estimates of percent global glomerulosclerosis when using individual and pooled slide results. Data were analyzed from March 2018 to August 2020. Results: The cross-validated model results of section images retrieved from 83 donor kidneys showed higher correlation with annotations (r = 0.916; 95% CI, 0.886-0.939) than on-call pathologists (r = 0.884; 95% CI, 0.825-0.923) that was enhanced when pooling glomeruli counts from multiple levels (r = 0.933; 95% CI, 0.898-0.956). Model prediction error for single levels (RMSE, 5.631; 95% CI, 4.735-6.517) was 14% lower than on-call pathologists (RMSE, 6.523; 95% CI, 5.191-7.783), improving to 22% with multiple levels (RMSE, 5.094; 95% CI, 3.972-6.301). The model decreased the likelihood of unnecessary organ discard by 37% compared with pathologists. Conclusions and Relevance: The findings of this prognostic study suggest that this deep learning model provided a scalable and robust method to quantify percent global glomerulosclerosis in whole-slide images of donor kidneys. The model performance improved by analyzing multiple levels of a section, surpassing the capacity of pathologists in the time-sensitive setting of examining donor biopsy specimens. The results indicate the potential of a deep learning model to prevent erroneous donor organ discard.


Assuntos
Biópsia/métodos , Aprendizado Profundo , Diagnóstico por Computador/métodos , Glomerulonefrite , Rim/patologia , Algoritmos , Glomerulonefrite/diagnóstico , Glomerulonefrite/patologia , Humanos , Patologistas , Reprodutibilidade dos Testes
14.
EBioMedicine ; 60: 103029, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32980688

RESUMO

BACKGROUND: Pathologist evaluation of donor liver biopsies provides information for accepting or discarding potential donor livers. Due to the urgent nature of the decision process, this is regularly performed using frozen sectioning at the time of biopsy. The percent steatosis in a donor liver biopsy correlates with transplant outcome, however there is significant inter- and intra-observer variability in quantifying steatosis, compounded by frozen section artifact. We hypothesized that a deep learning model could identify and quantify steatosis in donor liver biopsies. METHODS: We developed a deep learning convolutional neural network that generates a steatosis probability map from an input whole slide image (WSI) of a hematoxylin and eosin-stained frozen section, and subsequently calculates the percent steatosis. Ninety-six WSI of frozen donor liver sections from our transplant pathology service were annotated for steatosis and used to train (n = 30 WSI) and test (n = 66 WSI) the deep learning model. FINDINGS: The model had good correlation and agreement with the annotation in both the training set (r of 0.88, intraclass correlation coefficient [ICC] of 0.88) and novel input test sets (r = 0.85 and ICC=0.85). These measurements were superior to the estimates of the on-service pathologist at the time of initial evaluation (r = 0.52 and ICC=0.52 for the training set, and r = 0.74 and ICC=0.72 for the test set). INTERPRETATION: Use of this deep learning algorithm could be incorporated into routine pathology workflows for fast, accurate, and reproducible donor liver evaluation. FUNDING: Mid-America Transplant Society.


Assuntos
Aprendizado Profundo , Fígado Gorduroso/patologia , Doadores Vivos , Algoritmos , Biópsia , Fígado Gorduroso/diagnóstico por imagem , Secções Congeladas , Humanos , Processamento de Imagem Assistida por Computador/métodos , Imuno-Histoquímica , Transplante de Fígado , Anotação de Sequência Molecular , Redes Neurais de Computação , Índice de Gravidade de Doença
15.
Am J Surg Pathol ; 44(8): 1137-1142, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32271192

RESUMO

Intestinal inertia is a severe form of gut dysmotility that may require surgical resection. Loss of myenteric ganglion cells has been proposed as a possible etiology. Preclinical models have also suggested that virus infection-associated ganglionitis may be an alternative pathogenic factor. We determined to the extent intestinal inertia is associated with the lack of myenteric ganglion cells or ganglionitis using resection specimens from 27 intestinal inertia and 28 colon cancer patients. A hot spot approach with 5 HPFs was used for quantifying inflammatory cells. CD3, CD8, and CD20 immunohistochemistry was used to quantify T and B lymphocytes, along with subtyping the T-lymphocyte population by CD8. None of the intestinal inertia nor control cases showed the absence of myenteric ganglion cells. A total of 15 (55.6%) of the intestinal inertia cases showed inflammatory cell infiltration in the myenteric ganglion cells, compared with only 1 of 28 (3.6%) control cases (P<0.0001 by Fisher exact test). The inertia cases with inflammatory infiltrates were all associated predominantly with lymphocytes, including 3 cases (11.1%) with concurrent eosinophil infiltration, and 1 case (3.7%) with concurrent neutrophil infiltration. Furthermore, all 15 inertia cases with myenteric lymphocytic ganglionitis were associated with T lymphocytes (100%), including 1 case with a subset of concurrent B lymphocytes. The average CD3 count was 3.8 cells/HPF. CD8 immunohistochemical stain showed positive staining in 12 of the 15 cases (80%) with CD8-positive cells ranging from 1 to 8/HPF. In contrast, the only control case with lymphocytic ganglionitis showed mixed B and T lymphocytes and eosinophils. The high prevalence of T-lymphocyte infiltration in the myenteric ganglion in intestinal inertia cases suggests a possible pathogenic role.


Assuntos
Linfócitos T CD8-Positivos/patologia , Constipação Intestinal/patologia , Defecação , Gânglios Autônomos/patologia , Motilidade Gastrointestinal , Intestinos/inervação , Plexo Mientérico/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Linfócitos B/imunologia , Linfócitos B/patologia , Linfócitos T CD8-Positivos/imunologia , Doença Crônica , Constipação Intestinal/imunologia , Constipação Intestinal/fisiopatologia , Constipação Intestinal/cirurgia , Eosinófilos/imunologia , Eosinófilos/patologia , Feminino , Gânglios Autônomos/imunologia , Humanos , Masculino , Pessoa de Meia-Idade , Plexo Mientérico/imunologia , Infiltração de Neutrófilos , Estudos Retrospectivos
16.
PLoS Negl Trop Dis ; 14(1): e0007975, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31929525

RESUMO

BACKGROUND: A major limitation to understanding the etiopathogenesis of environmental enteric dysfunction (EED) is the lack of a comprehensive, reproducible histologic framework for characterizing the small bowel lesions. We hypothesized that the development of such a system will identify unique histology features for EED, and that some features might correlate with clinical severity. METHODS: Duodenal endoscopic biopsies from two cohorts where EED is prevalent (Pakistan, Zambia) and North American children with and without gluten sensitive enteropathy (GSE) were processed for routine hematoxylin & eosin (H&E) staining, and scanned to produce whole slide images (WSIs) which we shared among study pathologists via a secure web browser-based platform. A semi-quantitative scoring index composed of 11 parameters encompassing tissue injury and response patterns commonly observed in routine clinical practice was constructed by three gastrointestinal pathologists, with input from EED experts. The pathologists then read the WSIs using the EED histology index, and inter-observer reliability was assessed. The histology index was further used to identify within- and between-child variations as well as features common across and unique to each cohort, and those that correlated with host phenotype. RESULTS: Eight of the 11 histologic scoring parameters showed useful degrees of variation. The overall concordance across all parameters was 96% weighted agreement, kappa 0.70, and Gwet's AC 0.93. Zambian and Pakistani tissues shared some histologic features with GSE, but most features were distinct, particularly abundance of intraepithelial lymphocytes in the Pakistani cohort, and marked villous destruction and loss of secretory cell lineages in the Zambian cohort. CONCLUSIONS: We propose the first EED histology index for interpreting duodenal biopsies. This index should be useful in future clinical and translational studies of this widespread, poorly understood, and highly consequential disorder, which might be caused by multiple contributing processes, in different regions of the world.


Assuntos
Desenvolvimento Infantil , Meio Ambiente , Transtornos do Crescimento/etiologia , Enteropatias/diagnóstico , Enteropatias/epidemiologia , Biópsia , Criança , Pré-Escolar , Duodeno/patologia , Feminino , Transtornos do Crescimento/epidemiologia , Humanos , Lactente , Enteropatias/complicações , Masculino , América do Norte/epidemiologia , Paquistão/epidemiologia , Zâmbia/epidemiologia
17.
Cell ; 179(5): 1144-1159.e15, 2019 11 14.
Artigo em Inglês | MEDLINE | ID: mdl-31708126

RESUMO

The colonic epithelium can undergo multiple rounds of damage and repair, often in response to excessive inflammation. The responsive stem cell that mediates this process is unclear, in part because of a lack of in vitro models that recapitulate key epithelial changes that occur in vivo during damage and repair. Here, we identify a Hopx+ colitis-associated regenerative stem cell (CARSC) population that functionally contributes to mucosal repair in mouse models of colitis. Hopx+ CARSCs, enriched for fetal-like markers, transiently arose from hypertrophic crypts known to facilitate regeneration. Importantly, we established a long-term, self-organizing two-dimensional (2D) epithelial monolayer system to model the regenerative properties and responses of Hopx+ CARSCs. This system can reenact the "homeostasis-injury-regeneration" cycles of epithelial alterations that occur in vivo. Using this system, we found that hypoxia and endoplasmic reticulum stress, insults commonly present in inflammatory bowel diseases, mediated the cyclic switch of cellular status in this process.


Assuntos
Técnicas de Cultura de Células/métodos , Colo/patologia , Células-Tronco/patologia , Células 3T3 , Animais , Colite/patologia , Células Epiteliais/efeitos dos fármacos , Células Epiteliais/patologia , Proteínas de Homeodomínio/metabolismo , Camundongos , Modelos Biológicos , Oxigênio/farmacologia , Regeneração/efeitos dos fármacos , Células-Tronco/efeitos dos fármacos , Estresse Fisiológico/efeitos dos fármacos
18.
BMC Pediatr ; 19(1): 247, 2019 07 22.
Artigo em Inglês | MEDLINE | ID: mdl-31331393

RESUMO

BACKGROUND: Environmental Enteropathy (EE), characterized by alterations in intestinal structure, function, and immune activation, is believed to be an important contributor to childhood undernutrition and its associated morbidities, including stunting. Half of all global deaths in children < 5 years are attributable to under-nutrition, making the study of EE an area of critical priority. METHODS: Community based intervention study, divided into two sub-studies, 1) Longitudinal analyses and 2) Biopsy studies for identification of EE features via omics analyses. Birth cohorts in Matiari, Pakistan established: moderately or severely malnourished (weight for height Z score (WHZ) < - 2) children, and well-nourished (WHZ > 0) children. Blood, urine, and fecal samples, for evaluation of potential biomarkers, will be collected at various time points from all participants (longitudinal analyses). Participants will receive appropriate educational and nutritional interventions; non-responders will undergo further evaluation to determine eligibility for further workup, including upper gastrointestinal endoscopy. Histopathological changes in duodenal biopsies will be compared with duodenal biopsies obtained from USA controls who have celiac disease, Crohn's disease, or who were found to have normal histopathology. RNA-Seq will be employed to characterize mucosal gene expression across groups. Duodenal biopsies, luminal aspirates from the duodenum, and fecal samples will be analyzed to define microbial community composition (omic analyses). The relationship between histopathology, mucosal gene expression, and community configuration will be assessed using a variety of bioinformatic tools to gain better understanding of disease pathogenesis and to identify mechanism-based biomarkers. Ethical review committees at all collaborating institutions have approved this study. All results will be made available to the scientific community. DISCUSSION: Operational and ethical constraints for safely obtaining intestinal biopsies from children in resource-poor settings have led to a paucity of human tissue-based investigations to understand and reverse EE in vulnerable populations. Furthermore, EE biomarkers have rarely been correlated with gold standard histopathological confirmation. The Study of Environmental Enteropathy and Malnutrition (SEEM) is designed to better understand the pathophysiology, predictors, biomarkers, and potential management strategies of EE to inform strategies to eradicate this debilitating pathology and accelerate progress towards the 2030 Sustainable Development Goals. TRIAL REGISTRATION: Retrospectively registered; clinicaltrials.gov ID NCT03588013 .


Assuntos
Biomarcadores/análise , Doença Celíaca/diagnóstico , Duodeno/patologia , Transtornos da Nutrição do Lactente/diagnóstico , Desnutrição/diagnóstico , Biópsia , Doença Celíaca/patologia , Feminino , Crescimento , Transtornos do Crescimento/etiologia , Humanos , Lactente , Recém-Nascido , Masculino , Estado Nutricional , Paquistão , Projetos de Pesquisa
19.
Am J Physiol Lung Cell Mol Physiol ; 317(2): L259-L270, 2019 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-31116580

RESUMO

Epithelial cells that line lung airways produce and secrete proteins with important roles in barrier function and host defense. Secretion of airway goblet cells is controlled by autophagy proteins during inflammatory conditions, resulting in accumulation of mucin proteins. We hypothesized that autophagy proteins would also be important in the function of club cells, dominant secretory airway epithelial cells that are dysregulated in chronic lung disease. We found that in the absence of an inflammatory stimulus, mice with club cells deficient for the autophagy protein Atg5 had a markedly diminished expression of secreted host defense proteins secretoglobulin family 1A, member 1 (Scgb1a1) and surfactant proteins A1 and D (Sftpa1 and Sftpd), as well as abnormal club cell morphology. Adult mice with targeted loss of Atg5 also showed diminished levels of host defense proteins in regenerating cells following ablation with naphthalene. A mouse strain with global deficiency of Atg16-like 1 (Atg16l1), an Atg5 binding partner, had a similar loss of host defense proteins and abnormal club cell morphology. Cigarette smoke exposure reduced levels of Scgb1a1 in wild-type mice as expected. Smoke exposure was not required to trigger club cell abnormalities in mice bearing the human ATG16 variant Atg16l1T300A/T300A, which had low Scgb1a1 levels independent of this environmental stress. Evaluation of lung tissues from former smokers with severe chronic obstructive pulmonary disease showed evidence of reduced autophagy and SCGB1A1 expression in club cells. Thus, autophagy proteins are required for the function of club cells, independent of the cellular stress of cigarette smoke, with roles that appear to be distinct from those of other secretory cell types.


Assuntos
Autofagia/fisiologia , Células Epiteliais/metabolismo , Células Caliciformes/metabolismo , Pulmão/metabolismo , Animais , Bronquíolos/metabolismo , Feminino , Humanos , Masculino , Camundongos Transgênicos , Doença Pulmonar Obstrutiva Crônica/metabolismo , Proteína A Associada a Surfactante Pulmonar/metabolismo , Mucosa Respiratória/metabolismo
20.
Sci Transl Med ; 11(482)2019 03 06.
Artigo em Inglês | MEDLINE | ID: mdl-30842312

RESUMO

There is a major unmet clinical need to identify pathways in inflammatory bowel disease (IBD) to classify patient disease activity, stratify patients that will benefit from targeted therapies such as anti-tumor necrosis factor (TNF), and identify new therapeutic targets. In this study, we conducted global transcriptome analysis to identify IBD-related pathways using colon biopsies, which highlighted the coagulation gene pathway as one of the most enriched gene sets in patients with IBD. Using this gene-network analysis across 14 independent cohorts and 1800 intestinal biopsies, we found that, among the coagulation pathway genes, plasminogen activator inhibitor-1 (PAI-1) expression was highly enriched in active disease and in patients with IBD who did not respond to anti-TNF biologic therapy and that PAI-1 is a key link between the epithelium and inflammation. Functionally, PAI-1 and its direct target, the fibrinolytic protease tissue plasminogen activator (tPA), played an important role in regulating intestinal inflammation. Intestinal epithelial cells produced tPA, which was protective against chemical and mechanical-mediated colonic injury in mice. In contrast, PAI-1 exacerbated mucosal damage by blocking tPA-mediated cleavage and activation of anti-inflammatory TGF-ß, whereas the inhibition of PAI-1 reduced both mucosal damage and inflammation. This study identifies an immune-coagulation gene axis in IBD where elevated PAI-1 may contribute to more aggressive disease.


Assuntos
Colite/metabolismo , Colite/patologia , Mucosa Intestinal/metabolismo , Mucosa Intestinal/patologia , Inibidor 1 de Ativador de Plasminogênio/metabolismo , Animais , Fatores Biológicos/farmacologia , Fatores Biológicos/uso terapêutico , Coagulação Sanguínea , Proliferação de Células/efeitos dos fármacos , Citrobacter/efeitos dos fármacos , Colite/imunologia , Colite/microbiologia , Colo/patologia , Citocinas/metabolismo , Inflamação/patologia , Doenças Inflamatórias Intestinais/sangue , Doenças Inflamatórias Intestinais/tratamento farmacológico , Doenças Inflamatórias Intestinais/patologia , Interleucina-17/metabolismo , Camundongos , Índice de Gravidade de Doença , Bibliotecas de Moléculas Pequenas/farmacologia , Células Th17/imunologia , Ativador de Plasminogênio Tecidual/metabolismo , Transcrição Gênica , Fator de Crescimento Transformador beta/metabolismo
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