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1.
Am J Transplant ; 22(12): 3002-3011, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36031951

RESUMEN

We determined prognostic implications of acute lung injury (ALI) and organizing pneumonia (OP), including timing relative to transplantation, in a multicenter lung recipient cohort. We sought to understand clinical risks that contribute to development of ALI/OP. We analyzed prospective, histologic diagnoses of ALI and OP in 4786 lung biopsies from 803 adult lung recipients. Univariable Cox regression was used to evaluate the impact of early (≤90 days) or late (>90 days) posttransplant ALI or OP on risk for chronic lung allograft dysfunction (CLAD) or death/retransplantation. These analyses demonstrated late ALI/OP conferred a two- to threefold increase in the hazards of CLAD or death/retransplantation; there was no association between early ALI/OP and these outcomes. To determine risk factors for late ALI/OP, we used univariable Cox models considering donor/recipient characteristics and posttransplant events as candidate risks. Grade 3 primary graft dysfunction, higher degree of donor/recipient human leukocyte antigen mismatch, bacterial or viral respiratory infection, and an early ALI/OP event were significantly associated with increased late ALI/OP risk. These data from a contemporary, multicenter cohort underscore the prognostic implications of ALI/OP on lung recipient outcomes, clarify the importance of the timing of these events, and identify clinical risks to target for ALI/OP prevention.


Asunto(s)
Lesión Pulmonar Aguda , Trasplante de Pulmón , Neumonía , Adulto , Humanos , Estudios Prospectivos , Pronóstico , Estudios Retrospectivos , Trasplante de Pulmón/efectos adversos , Lesión Pulmonar Aguda/etiología , Lesión Pulmonar Aguda/patología , Pulmón , Neumonía/epidemiología , Neumonía/etiología , Neumonía/patología , Factores de Riesgo , Estudios de Cohortes
2.
Clin Nephrol ; 95(5): 278-282, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33624585

RESUMEN

IgG4-related disease (IgG4-RD) is a newly recognized multi-organ fibro-inflammatory condition with characteristic histopathological findings of increased IgG4+ plasma cells in tissue and usually with increased IgG4 serum levels. Kidney involvement in IgG4-RD has been well described since 2006. Epstein-Barr virus (EBV) has reportedly been associated with nodal IgG4-RD, but not in extra-nodal disease. We report a case of renal IgG4-RD in the setting of acute EBV infection in a young healthy man, resulting in severe renal failure. Biopsy of kidney revealed IgG4+ plasma cell-rich tubulointerstitial nephritis, tissue eosinophilia, early-stage membranous nephropathy, and scattered EBV-positive cells. Oral prednisone and acyclovir only partially rescued his renal function.


Asunto(s)
Infecciones por Virus de Epstein-Barr/complicaciones , Enfermedad Relacionada con Inmunoglobulina G4/etiología , Inmunoglobulina G/análisis , Adulto , Glomerulonefritis Membranosa/etiología , Humanos , Riñón/patología , Masculino , Nefritis Intersticial/etiología , Nefritis Intersticial/patología , Células Plasmáticas/química , Insuficiencia Renal/etiología
3.
Circulation ; 139(19): 2238-2255, 2019 05 07.
Artículo en Inglés | MEDLINE | ID: mdl-30759996

RESUMEN

BACKGROUND: Deficiencies of iron-sulfur (Fe-S) clusters, metal complexes that control redox state and mitochondrial metabolism, have been linked to pulmonary hypertension (PH), a deadly vascular disease with poorly defined molecular origins. BOLA3 (BolA Family Member 3) regulates Fe-S biogenesis, and mutations in BOLA3 result in multiple mitochondrial dysfunction syndrome, a fatal disorder associated with PH. The mechanistic role of BOLA3 in PH remains undefined. METHODS: In vitro assessment of BOLA3 regulation and gain- and loss-of-function assays were performed in human pulmonary artery endothelial cells using siRNA and lentiviral vectors expressing the mitochondrial isoform of BOLA3. Polymeric nanoparticle 7C1 was used for lung endothelium-specific delivery of BOLA3 siRNA oligonucleotides in mice. Overexpression of pulmonary vascular BOLA3 was performed by orotracheal transgene delivery of adeno-associated virus in mouse models of PH. RESULTS: In cultured hypoxic pulmonary artery endothelial cells, lung from human patients with Group 1 and 3 PH, and multiple rodent models of PH, endothelial BOLA3 expression was downregulated, which involved hypoxia inducible factor-2α-dependent transcriptional repression via histone deacetylase 1-mediated histone deacetylation. In vitro gain- and loss-of-function studies demonstrated that BOLA3 regulated Fe-S integrity, thus modulating lipoate-containing 2-oxoacid dehydrogenases with consequent control over glycolysis and mitochondrial respiration. In contexts of siRNA knockdown and naturally occurring human genetic mutation, cellular BOLA3 deficiency downregulated the glycine cleavage system protein H, thus bolstering intracellular glycine content. In the setting of these alterations of oxidative metabolism and glycine levels, BOLA3 deficiency increased endothelial proliferation, survival, and vasoconstriction while decreasing angiogenic potential. In vivo, pharmacological knockdown of endothelial BOLA3 and targeted overexpression of BOLA3 in mice demonstrated that BOLA3 deficiency promotes histological and hemodynamic manifestations of PH. Notably, the therapeutic effects of BOLA3 expression were reversed by exogenous glycine supplementation. CONCLUSIONS: BOLA3 acts as a crucial lynchpin connecting Fe-S-dependent oxidative respiration and glycine homeostasis with endothelial metabolic reprogramming critical to PH pathogenesis. These results provide a molecular explanation for the clinical associations linking PH with hyperglycinemic syndromes and mitochondrial disorders. These findings also identify novel metabolic targets, including those involved in epigenetics, Fe-S biogenesis, and glycine biology, for diagnostic and therapeutic development.


Asunto(s)
Endotelio Vascular/fisiología , Glicina/metabolismo , Hipertensión Pulmonar/genética , Proteínas Mitocondriales/metabolismo , Adolescente , Adulto , Animales , Respiración de la Célula , Células Cultivadas , Niño , Preescolar , Modelos Animales de Enfermedad , Femenino , Humanos , Hipertensión Pulmonar/metabolismo , Lactante , Proteínas Hierro-Azufre/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Proteínas Mitocondriales/genética , Mutación/genética , Oxidación-Reducción , ARN Interferente Pequeño/genética , Adulto Joven
4.
Semin Respir Crit Care Med ; 39(6): 637-648, 2018 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-30641581

RESUMEN

Transbronchial lung cryobiopsy (TBLCB) is a relatively new and promising technique for the acquisition of larger amounts of higher quality lung tissue for the diagnosis of lung diseases. There is a growing body of literature describing a diagnostic yield comparable to surgical lung biopsy with a favorable safety profile. Due to its advantages TBLCB has garnered significant interest with more institutions beginning to adopt this technique. However, several questions remain including its role in the diagnostic algorithm, indications, and technique. Herein we provide a review of the available literature describing diagnostic yield, complications, and differing techniques as well as a perspective from pathology.


Asunto(s)
Broncoscopía/métodos , Criocirugía/métodos , Enfermedades Pulmonares/diagnóstico , Biopsia/métodos , Broncoscopía/efectos adversos , Criocirugía/efectos adversos , Humanos , Pulmón/patología , Enfermedades Pulmonares/patología
5.
Semin Respir Crit Care Med ; 39(4): 425-433, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-30404110

RESUMEN

Vasculitides are a heterogeneous group of disorders in which inflammation of blood vessel walls is present at least some time during the course of the disease. Vasculitides can affect any caliber or type of vessel in many anatomic sites; however, the disease can alter more than just vasculature. Given the diversity of vasculitides, in 2012, a revised classification system was proposed to categorize vasculitides by the type of vessel involved including size, function, and structural attributes. In the lung, vasculitis impacts both the pulmonary vessels and parenchyma. Extrapulmonary involvement, particularly with concomitant kidney involvement, is a frequent occurrence. Pulmonary vasculitides often present with hemoptysis, pathologically manifested as diffuse alveolar hemorrhage (DAH) with or without capillaritis and can be life threatening when diffuse throughout the lungs. Etiologies for DAH include both primary and secondary vasculitides, along with collagen-vascular diseases, infection, and drug toxicity. Therefore, diagnosing the specific vasculitic etiology often relies on comprehensive assessment of all clinical, laboratory/serological, imaging, and histopathologic features that may be present. The most common primary pulmonary vasculitides often affect small vessels and are associated with circulating antineutrophilic cytoplasmic antibodies (ANCAs). In the 2012 classification, these include granulomatosis with polyangiitis (formerly Wegener granulomatosis), eosinophilic granulomatosis with polyangiitis (formerly Churg-Strauss' syndrome), and microscopic polyangiitis. Other less frequent vasculitides that are non-ANCA associated or affect medium- to large-sized vessels can have pulmonary involvement. These entities are usually associated with extrapulmonary disease and include polyarteritis nodosa, Takayasu's arteritis, Behçet's disease, and antibasement membrane antibody disease (formerly Goodpasture's syndrome). Although all vasculitides have vessel wall inflammation at some phase in the disease process, their histopathologic findings are as diverse as the group of diseases themselves. The characteristic histologic findings of the pulmonary vasculitides will be reviewed here.


Asunto(s)
Hemorragia/etiología , Alveolos Pulmonares/patología , Vasculitis/patología , Anticuerpos Anticitoplasma de Neutrófilos/sangre , Síndrome de Churg-Strauss/complicaciones , Síndrome de Churg-Strauss/patología , Granulomatosis con Poliangitis/complicaciones , Granulomatosis con Poliangitis/patología , Humanos , Poliangitis Microscópica/complicaciones , Poliangitis Microscópica/patología , Vasculitis/complicaciones
6.
Semin Respir Crit Care Med ; 39(2): 155-171, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29579768

RESUMEN

Lung transplantation has become an established therapeutic option for a variety of end-stage lung diseases. Technical advances in graft procurement, implantation, perioperative care, immunosuppression, and posttransplant medical management have led to significant improvements in 1-year survival, but outcomes after the first year have improved minimally over the last two decades. The main limitation to better long-term survival after lung transplantation is chronic lung allograft dysfunction (CLAD). CLAD also impairs quality of life and increases the costs of medical care. Our understanding of CLAD manifestations, risk factors, and mechanisms is rapidly evolving. Recognition of different CLAD phenotypes (e.g., bronchiolitis obliterans syndrome and restrictive allograft syndrome) and the unique pathogenic mechanisms will be important for developing novel therapies. In addition to alloimmune-mediated rejection, we now recognize the importance of alloimmune-independent mechanisms of injury to the allograft. CLAD is the consequence of dysregulated repair of allograft injury. Unfortunately, currently available therapies for CLAD are usually not effective. However, the advances in knowledge, reviewed in this manuscript, should lead to novel strategies for CLAD prevention and treatment, as well as improvement in long-term outcomes after lung transplantation. We provide an overview of the evolving terminology related to CLAD, its varying clinical phenotypes and their diagnosis, natural history, pathogenesis, and potential treatments.


Asunto(s)
Rechazo de Injerto/inmunología , Trasplante de Pulmón/efectos adversos , Pulmón/cirugía , Inmunidad Adaptativa , Aloinjertos/fisiopatología , Animales , Bronquiolitis Obliterante/fisiopatología , Enfermedad Crónica , Supervivencia de Injerto , Humanos , Inmunidad Innata , Pulmón/fisiopatología , Trasplante de Pulmón/mortalidad , Calidad de Vida , Ensayos Clínicos Controlados Aleatorios como Asunto , Reoperación , Factores de Riesgo , Resultado del Tratamiento
7.
Cancer ; 123(24): 4800-4807, 2017 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-29125624

RESUMEN

BACKGROUND: Clinical trials in lung cancer increasingly require patients to provide fresh tumor tissue as a prerequisite to enrollment. The effects of this requirement on enrollment rates, enrollment durations, and patient selection have not been fully elucidated. METHODS: The authors retrospectively reviewed data generated by patients who consented to 1 or more interventional lung cancer clinical trials at the University of California-Los Angeles Jonsson Comprehensive Cancer Center between January 2013 and December 2014. Trials were considered to require a biopsy when enrollment was conditional on the procurement of tissue without intervening therapy between procurement and enrollment. RESULTS: In total, 311 patients underwent 368 screening incidents for 1 or more of 19 trials. Trials that required a new biopsy had a longer median screening duration (34 vs 14 days) than trials that did not require a biopsy (P < .001). Trials that required a biopsy had a greater screen failure rate (49.1% vs 26.5%; P < .001), which was largely driven by patients who did not undergo the required biopsy or lacked the required biomarker. Worsening performance status led to the majority of screen failures (56.5%) among biomarker-eligible patients. CONCLUSIONS: Although the scientific benefits of obtaining a new biopsy and requiring specific results for trial enrollment are clear, these requirements lead to a lengthening of the screening period, which, in some patients, is associated with clinical decline before enrollment. Implications for the interpretation of data from studies of this design should be explored. Cancer 2017;123:4800-7. © 2017 American Cancer Society.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/sangre , Carcinoma de Pulmón de Células no Pequeñas/patología , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/patología , Selección de Paciente , Adulto , Biopsia con Aguja , Carcinoma de Pulmón de Células no Pequeñas/terapia , Ensayos Clínicos como Asunto , Femenino , Humanos , Inmunohistoquímica , Modelos Logísticos , Neoplasias Pulmonares/terapia , Masculino , Persona de Mediana Edad , Análisis Multivariante , Oportunidad Relativa , Valor Predictivo de las Pruebas , Pronóstico , Medición de Riesgo , Estadísticas no Paramétricas , Resultado del Tratamiento
8.
Am J Med Genet A ; 164A(12): 3076-82, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25256560

RESUMEN

Deletions of chromosome 17q12 [OMIM 614527] encompass a wide range of phenotypes, including renal cysts, diabetes mellitus, pancreatic structural abnormalities, genital tract anomalies, developmental delay, learning difficulties, and more recently, autism spectrum disorder and schizophrenia. To date, gastrointestinal malformations have not been fully characterized in this syndrome. In this case report, we describe a four-year-old girl with a 17q12 microdeletion who was born with duodenal atresia, bilateral renal cysts, left kidney dysplasia, a midline cystic structure at the conus medullaris, and dysmorphic features. Both the patient and her affected father were found to have a deletion of 17q12, which encompasses the HNF1B (hepatocyte nuclear factor beta). It is hypothesized that HNF1B may play a role in intestinal differentiation and development. Our clinical report further expands the pre-and post-natal presentation of this rare microdeletion syndrome.


Asunto(s)
Anomalías Múltiples/genética , Anomalías Múltiples/patología , Aberraciones Cromosómicas , Cromosomas Humanos Par 17/genética , Obstrucción Duodenal/genética , Factor Nuclear 1-beta del Hepatocito/deficiencia , Fenotipo , Femenino , Factor Nuclear 1-beta del Hepatocito/genética , Humanos , Atresia Intestinal , Análisis por Micromatrices , Síndrome
9.
bioRxiv ; 2024 Jun 23.
Artículo en Inglés | MEDLINE | ID: mdl-38948812

RESUMEN

Solid carcinomas are often highly heterogenous cancers, arising from multiple epithelial cells of origin. Yet, how the cell of origin influences the response of the tumor microenvironment is poorly understood. Lung adenocarcinoma (LUAD) arises in the distal alveolar epithelium which is populated primarily by alveolar epithelial type I (AT1) and type II (AT2) cells. It has been previously reported that Gramd2 + AT1 cells can give rise to a histologically-defined LUAD that is distinct in pathology and transcriptomic identity from that arising from Sftpc + AT2 cells 1,2 . To determine how cells of origin influence the tumor immune microenvironment (TIME) landscape, we comprehensively characterized transcriptomic, molecular, and cellular states within the TIME of Gramd2 + AT1 and Sftpc + AT2-derived LUAD using KRAS G12D oncogenic driver mouse models. Myeloid cells within the Gramd2 + AT1-derived LUAD TIME were increased, specifically, immunoreactive monocytes and tumor associated macrophages (TAMs). In contrast, the Sftpc + AT2 LUAD TIME was enriched for Arginase-1 + myeloid derived suppressor cells (MDSC) and TAMs expressing profiles suggestive of immunosuppressive function. Validation of immune infiltration was performed using flow cytometry, and intercellular interaction analysis between the cells of origin and major myeloid cell populations indicated that cell-type specific markers SFTPD in AT2 cells and CAV1 in AT1 cells mediated unique interactions with myeloid cells of the differential immunosuppressive states within each cell of origin mouse model. Taken together, Gramd2 + AT1-derived LUAD presents with an anti-tumor, immunoreactive TIME, while the TIME of Sftpc + AT2-derived LUAD has hallmarks of immunosuppression. This study suggests that LUAD cell of origin influences the composition and suppression status of the TIME landscape and may hold critical implications for patient response to immunotherapy.

10.
Semin Respir Crit Care Med ; 34(3): 336-51, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23821508

RESUMEN

Lung transplantation is a therapeutic option for patients with end-stage pulmonary disorders. Unfortunately, chronic lung allograft dysfunction (CLAD), most commonly manifest as bronchiolitis obliterans syndrome (BOS), continues to be highly prevalent and is the major limitation to long-term survival. The pathogenesis of BOS is complex and involves alloimmune and nonalloimmune pathways. Clinically, BOS manifests as airway obstruction and dyspnea that are classically progressive and ultimately fatal; however, the course is highly variable, and distinguishable phenotypes may exist. There are few controlled studies assessing treatment efficacy, but only a minority of patients respond to current treatment modalities. Ultimately, preventive strategies may prove more effective at prolonging survival after lung transplantation, but their remains considerable debate and little data regarding the best strategies to prevent BOS. A better understanding of the risk factors and their relationship to the pathological mechanisms of chronic lung allograft rejection should lead to better pharmacological targets to prevent or treat this syndrome.


Asunto(s)
Bronquiolitis Obliterante/etiología , Rechazo de Injerto/etiología , Trasplante de Pulmón , Obstrucción de las Vías Aéreas/etiología , Animales , Bronquiolitis Obliterante/fisiopatología , Bronquiolitis Obliterante/terapia , Progresión de la Enfermedad , Disnea/etiología , Rechazo de Injerto/fisiopatología , Humanos , Enfermedades Pulmonares/fisiopatología , Enfermedades Pulmonares/cirugía , Factores de Riesgo , Sobrevida
11.
Cell Rep ; 42(12): 113286, 2023 12 26.
Artículo en Inglés | MEDLINE | ID: mdl-37995179

RESUMEN

Lung adenocarcinoma (LUAD) is the most prevalent subtype of lung cancer and presents clinically with a high degree of biological heterogeneity and distinct clinical outcomes. The current paradigm of LUAD etiology posits alveolar epithelial type II (AT2) cells as the primary cell of origin, while the role of AT1 cells in LUAD oncogenesis remains unknown. Here, we examine oncogenic transformation in mouse Gram-domain containing 2 (Gramd2)+ AT1 cells via oncogenic KRASG12D. Activation of KRASG12D in AT1 cells induces multifocal LUAD, primarily of papillary histology. Furthermore, KRT8+ intermediate cell states were observed in both AT2- and AT1-derived LUAD, but SCGB3A2+, another intermediate cell marker, was primarily associated with AT1 cells, suggesting different mechanisms of tumor evolution. Collectively, our study reveals that Gramd2+ AT1 cells can serve as a cell of origin for LUAD and suggests that distinct subtypes of LUAD based on cell of origin be considered in the development of therapeutics.


Asunto(s)
Adenocarcinoma del Pulmón , Neoplasias Pulmonares , Animales , Ratones , Adenocarcinoma del Pulmón/genética , Adenocarcinoma del Pulmón/patología , Transformación Celular Neoplásica/metabolismo , Neoplasias Pulmonares/patología , Proteínas Proto-Oncogénicas p21(ras)/genética , Proteínas Proto-Oncogénicas p21(ras)/metabolismo
12.
BMC Med ; 10: 100, 2012 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-22950414

RESUMEN

Pathology and radiology form the core of cancer diagnosis, yet the workflows of both specialties remain ad hoc and occur in separate "silos," with no direct linkage between their case accessioning and/or reporting systems, even when both departments belong to the same host institution. Because both radiologists' and pathologists' data are essential to making correct diagnoses and appropriate patient management and treatment decisions, this isolation of radiology and pathology workflows can be detrimental to the quality and outcomes of patient care. These detrimental effects underscore the need for pathology and radiology workflow integration and for systems that facilitate the synthesis of all data produced by both specialties. With the enormous technological advances currently occurring in both fields, the opportunity has emerged to develop an integrated diagnostic reporting system that supports both specialties and, therefore, improves the overall quality of patient care.


Asunto(s)
Pruebas Diagnósticas de Rutina/métodos , Pruebas Diagnósticas de Rutina/tendencias , Neoplasias/diagnóstico , Patología/métodos , Radiología/métodos , Sistemas de Información en Hospital/organización & administración , Humanos , Patología/tendencias , Radiología/tendencias
13.
Comput Biol Med ; 131: 104253, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33601084

RESUMEN

Large numbers of histopathological images have been digitized into high resolution whole slide images, opening opportunities in developing computational image analysis tools to reduce pathologists' workload and potentially improve inter- and intra-observer agreement. Most previous work on whole slide image analysis has focused on classification or segmentation of small pre-selected regions-of-interest, which requires fine-grained annotation and is non-trivial to extend for large-scale whole slide analysis. In this paper, we proposed a multi-resolution multiple instance learning model that leverages saliency maps to detect suspicious regions for fine-grained grade prediction. Instead of relying on expensive region- or pixel-level annotations, our model can be trained end-to-end with only slide-level labels. The model is developed on a large-scale prostate biopsy dataset containing 20,229 slides from 830 patients. The model achieved 92.7% accuracy, 81.8% Cohen's Kappa for benign, low grade (i.e. Grade group 1) and high grade (i.e. Grade group ≥ 2) prediction, an area under the receiver operating characteristic curve (AUROC) of 98.2% and an average precision (AP) of 97.4% for differentiating malignant and benign slides. The model obtained an AUROC of 99.4% and an AP of 99.8% for cancer detection on an external dataset.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Biopsia , Humanos , Masculino , Clasificación del Tumor , Curva ROC
14.
Chest ; 160(2): e173-e176, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34366039

RESUMEN

Sweet's Syndrome (SS), also known as acute febrile neutrophilic dermatosis, is one of several cutaneous inflammatory disorders classified as neutrophilic dermatoses. Respiratory complications are described in <50 cases in the literature,1 without prior report of lung transplantation (LT). This article explains the clinical course of the first patient to receive LT for pulmonary SS and presents evidence suggesting recurrence of the primary lung disease in the allograft.


Asunto(s)
Trasplante de Pulmón , Síndrome de Sweet/diagnóstico , Corticoesteroides/uso terapéutico , Adulto , Diagnóstico Diferencial , Diagnóstico por Imagen , Femenino , Humanos , Inmunosupresores/uso terapéutico , Pruebas de Función Respiratoria , Síndrome de Sweet/tratamiento farmacológico
15.
Nat Commun ; 12(1): 4884, 2021 08 12.
Artículo en Inglés | MEDLINE | ID: mdl-34385460

RESUMEN

Pathology is practiced by visual inspection of histochemically stained tissue slides. While the hematoxylin and eosin (H&E) stain is most commonly used, special stains can provide additional contrast to different tissue components. Here, we demonstrate the utility of supervised learning-based computational stain transformation from H&E to special stains (Masson's Trichrome, periodic acid-Schiff and Jones silver stain) using kidney needle core biopsy tissue sections. Based on the evaluation by three renal pathologists, followed by adjudication by a fourth pathologist, we show that the generation of virtual special stains from existing H&E images improves the diagnosis of several non-neoplastic kidney diseases, sampled from 58 unique subjects (P = 0.0095). A second study found that the quality of the computationally generated special stains was statistically equivalent to those which were histochemically stained. This stain-to-stain transformation framework can improve preliminary diagnoses when additional special stains are needed, also providing significant savings in time and cost.


Asunto(s)
Biopsia con Aguja Gruesa/métodos , Aprendizaje Profundo , Diagnóstico por Computador/métodos , Enfermedades Renales/patología , Riñón/patología , Coloración y Etiquetado/métodos , Algoritmos , Colorantes/química , Colorantes/clasificación , Colorantes/normas , Diagnóstico Diferencial , Humanos , Enfermedades Renales/diagnóstico , Patología Clínica/métodos , Patología Clínica/normas , Estándares de Referencia , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Coloración y Etiquetado/normas
16.
Semin Respir Crit Care Med ; 31(2): 189-207, 2010 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-20354932

RESUMEN

Lung transplantation is a therapeutic option for patients with end-stage pulmonary disorders. Unfortunately, chronic lung allograft rejection, in the form of obliterative bronchiolitis and its clinical correlate bronchiolitis obliterans syndrome (BOS), continues to be highly prevalent and is the major limitation to long-term survival. The pathogenesis of BOS is complex and involves alloimmune and nonalloimmune pathways. The airway obstruction involved is classically progressive and unresponsive to treatment; however, the course is highly variable, and distinguishable phenotypes may exist. A better understanding of the risk factors and their relationship to the pathological mechanisms of chronic lung allograft rejection should lead to better pharmacological targets to prevent or treat this syndrome.


Asunto(s)
Rechazo de Injerto/diagnóstico , Rechazo de Injerto/terapia , Inmunosupresores/uso terapéutico , Trasplante de Pulmón/inmunología , Bronquiolitis Obliterante/inmunología , Humanos , Donantes de Tejidos
17.
BME Front ; 2020: 9647163, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-37849966

RESUMEN

In an age where digitization is widespread in clinical and preclinical workflows, pathology is still predominantly practiced by microscopic evaluation of stained tissue specimens affixed on glass slides. Over the last decade, new high throughput digital scanning microscopes have ushered in the era of digital pathology that, along with recent advances in machine vision, have opened up new possibilities for Computer-Aided-Diagnoses. Despite these advances, the high infrastructural costs related to digital pathology and the perception that the digitization process is an additional and nondirectly reimbursable step have challenged its widespread adoption. Here, we discuss how emerging virtual staining technologies and machine learning can help to disrupt the standard histopathology workflow and create new avenues for the diagnostic paradigm that will benefit patients and healthcare systems alike via digital pathology.

18.
Nat Biomed Eng ; 3(6): 466-477, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31142829

RESUMEN

The histological analysis of tissue samples, widely used for disease diagnosis, involves lengthy and laborious tissue preparation. Here, we show that a convolutional neural network trained using a generative adversarial-network model can transform wide-field autofluorescence images of unlabelled tissue sections into images that are equivalent to the bright-field images of histologically stained versions of the same samples. A blind comparison, by board-certified pathologists, of this virtual staining method and standard histological staining using microscopic images of human tissue sections of the salivary gland, thyroid, kidney, liver and lung, and involving different types of stain, showed no major discordances. The virtual-staining method bypasses the typically labour-intensive and costly histological staining procedures, and could be used as a blueprint for the virtual staining of tissue images acquired with other label-free imaging modalities.


Asunto(s)
Aprendizaje Profundo , Procesamiento de Imagen Asistido por Computador , Coloración y Etiquetado , Algoritmos , Fluorescencia , Humanos , Hígado/diagnóstico por imagen , Pulmón/diagnóstico por imagen , Melaninas/metabolismo , Redes Neurales de la Computación , Estándares de Referencia
19.
J Pathol Inform ; 10: 31, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31620310

RESUMEN

BACKGROUND: The need for extending pathology diagnostic expertise to more areas is now being met by the maturation of technology that can effectively deliver this level of care. The experience and lessons learned from our successfully deployed International Telepathology Service (ITS) to a hospital system in China guided us in starting a domestic telepathology network, the California Telepathology Service (CTS). Many of the lessons learned from the ITS project informed our decision-making for the CTS. New challenges were recognized and overcome, such as addressing the complexity and cost-benefit tradeoffs involved in setting up a digital consultation system that competes with an established conventional glass slide delivery system. METHODS: The CTS is based on a hub-and-spoke telepathology network using Leica Biosystems whole-slide image scanners and the eSlide Manager (eSM Version 12.3.3.7055, Leica Biosystems) digital image management software solution. The service currently comprises six spoke sites (UC San Diego [UCSD], UC Irvine [UCI], UC Davis, Northridge Hospital Medical Center [NHMC], Olive View Medical Center [OVMC], and Children's Hospital Los Angeles) and one central hub site (UCLA Medical Center). So far, five sites have been validated for telepathology case consultations following established practice guidelines, and four sites (UCI, UCSD, NHMC, and OVMC) have activated the service. RESULTS: For the active spoke sites, we reviewed the volume, turnaround time (TAT), and case types and evaluated for utility and value. From May 2017 to July 2018, a total of 165 cases were submitted. Of note, digital consultations were particularly advantageous for preliminary kidney biopsy diagnoses (avg TAT 0.7 day). CONCLUSION: For spoke sites, telepathology provided shortened TAT and significant financial savings over hiring faculty with expertise to support a potentially low-volume service. For the hub site, the value includes exposure to educationally valuable cases, additional caseload volume to support specialized services, and improved communication with referring facilities over traditional carrier mail. The creation of a hub-and-spoke telepathology network is an expensive undertaking, and careful consideration needs to be given to support the needs of the clinical services, acquisition and effective deployment of the appropriate equipment, network requirements, and laboratory workflows to ensure a successful and cost-effective system.

20.
Cell Rep ; 29(11): 3488-3505.e9, 2019 12 10.
Artículo en Inglés | MEDLINE | ID: mdl-31825831

RESUMEN

Progressive organ fibrosis accounts for one-third of all deaths worldwide, yet preclinical models that mimic the complex, progressive nature of the disease are lacking, and hence, there are no curative therapies. Progressive fibrosis across organs shares common cellular and molecular pathways involving chronic injury, inflammation, and aberrant repair resulting in deposition of extracellular matrix, organ remodeling, and ultimately organ failure. We describe the generation and characterization of an in vitro progressive fibrosis model that uses cell types derived from induced pluripotent stem cells. Our model produces endogenous activated transforming growth factor ß (TGF-ß) and contains activated fibroblastic aggregates that progressively increase in size and stiffness with activation of known fibrotic molecular and cellular changes. We used this model as a phenotypic drug discovery platform for modulators of fibrosis. We validated this platform by identifying a compound that promotes resolution of fibrosis in in vivo and ex vivo models of ocular and lung fibrosis.


Asunto(s)
Células Madre Pluripotentes Inducidas/patología , Fibrosis Pulmonar/tratamiento farmacológico , Bibliotecas de Moléculas Pequeñas/farmacología , Animales , Línea Celular , Células Cultivadas , Descubrimiento de Drogas/métodos , Femenino , Humanos , Células Madre Pluripotentes Inducidas/efectos de los fármacos , Células Madre Pluripotentes Inducidas/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Factor de Crecimiento Transformador beta/metabolismo
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