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Convolutional neural networks (CNNs) have been recognized as valuable tools for rapid quantitative analysis of morphological changes in toxicologic histopathology. We have assessed the performance of CNN-based (Halo-AI) mitotic figure detection in hepatocytes in comparison with detection by pathologists. In addition, we compared with Ki-67 and 5-bromodesoxyuridin (BrdU) immunohistochemistry labeling indices (LIs) obtained by image analysis. Tissues were from an exploratory toxicity study with a glycogen synthase kinase-3 (GSK-3) inhibitor. Our investigations revealed that (1) the CNN achieved similarly accurate but faster results than pathologists, (2) results of mitotic figure detection were comparable to Ki-67 and BrdU LIs, and (3) data from different methods were only moderately correlated. The latter is likely related to differences in the cell cycle component captured by each method. This highlights the importance of considering the differences of the available methods upon selection. Also, the pharmacology of our test item acting as a GSK-3 inhibitor potentially reduced the correlation. We conclude that hepatocyte cell proliferation assessment by CNNs can have several advantages when compared with the current gold standard: it relieves the pathologist of tedious routine tasks and contributes to standardization of results; the CNN algorithm can be shared and iteratively improved; it can be performed on routine histological slides; it does not require an additional animal experiment and in this way can contribute to animal welfare according to the 3R principles.
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Carcinoma Hepatocelular , Neoplasias Hepáticas , Animales , Bromodesoxiuridina , Glucógeno Sintasa Quinasa 3 , Antígeno Ki-67 , Mitosis , Redes Neurales de la Computación , RatasRESUMEN
The histopathology slide seminar "Classic Examples in Toxicologic Pathology XXVII" was held on February 21 and 22, 2020, at the Department of Pathology at the University of Veterinary Medicine in Hannover, Germany, with joint organization by the European Society of Toxicologic Pathology. The goal of this annual seminar is to present and discuss classical and actual cases of toxicologic pathology. This article summarizes the presentations given during the seminar, including images of representative lesions. Ten actual and classical cases of toxicologic pathology, mostly induced by a test article, were presented. These included small intestine pathology and transcriptomics induced by a γ-secretase modulator, liver findings in nonhuman primates induced by gene therapy, drug-induced neutropenia in dogs, device-induced growth plate lesions, polycystic lesions in CAR/PXR double knockout mice, inner ear lesions in transgenic mice, findings in Beagle dogs induced by an inhibitor of the myeloid leukemia cell differentiation protein MCL1, findings induced by a monovalent fibroblast growth factor receptor 1 antagonist, kidney lesions induced by a mammalian target of rapamycin inhibitor in combination therapy, and findings in mutation-specific drugs.
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Secretasas de la Proteína Precursora del Amiloide , Patología , Animales , Perros , Factor-23 de Crecimiento de Fibroblastos , Terapia Genética , Placa de Crecimiento , Ratones , Ratones Noqueados , Ratones TransgénicosRESUMEN
Carnosinase 1 (CN1) is encoded by the Cndp1 gene and degrades carnosine and anserine, two natural histidine-containing dipeptides. In vitro and in vivo studies suggest carnosine- and anserine-mediated protection against long-term sequelae of reactive metabolites accumulating, e.g., in diabetes mellitus. We have characterized the metabolic impact of CN1 in 11- and 55-week-old Cndp1-knockout (Cndp1-KO) mice and litter-matched wildtypes (WT). In Cndp1-KO mice, renal carnosine and anserine concentrations were gender-specifically increased 2- to 9-fold, respectively in the kidney and both most abundant in the renal cortex, but remained unchanged in all other organs and in serum. Renal oxidized/reduced glutathione concentrations, renal morphology and function were unaltered. In Cndp1-KO mice at week 11, renal asparagine, serine and glutamine levels and at week 55, renal arginine concentration were reduced. Renal heat-shock-protein 70 (Hspa1a/b) mRNA declined with age in WT but not in Cndp1-KO mice, transcription factor heat-shock-factor 1 was higher in 55-week-old KO mice. Fasting blood glucose concentrations decreased with age in WT mice, but were unchanged in Cndp1-KO mice. Blood glucose response to intraperitoneal insulin was gender- but not genotype-dependent, the response to intraperitoneal glucose injection was similar in all groups. A global Cndp1-KO selectively, age- and gender-specifically, increases renal carnosine and anserine concentrations, alters renal amino acid- and HSP70 profile and modifies systemic glucose homeostasis. Increase of the natural occurring carnosine and anserine levels in the kidney by modulation of CN1 represents a promising therapeutic approach to mitigate or prevent chronic kidney diseases such as diabetic nephropathy.
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Anserina/metabolismo , Carnosina/metabolismo , Dipeptidasas/metabolismo , ARN Mensajero/metabolismo , Aminoácidos/metabolismo , Animales , Glucemia/metabolismo , Nefropatías Diabéticas/metabolismo , Femenino , Glucosa/metabolismo , Proteínas HSP70 de Choque Térmico/metabolismo , Insulina/metabolismo , Riñón , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones NoqueadosRESUMEN
Microchip (passive radio-frequency identification device) implantation is a common and widely employed means of animal identification in laboratory animal facilities. However, these devices have been associated with tumors of the skin and subcutis in rodents. While microchip-associated tumors are rare, they pose a challenge for accurate diagnosis and documentation in preclinical toxicity studies. Documentation of these tumors should differentiate microchip-associated lesions with spontaneously occurring or test article-induced tumors. Standardizing criteria for microchip-associated lesions will aid the diagnostic process and allow for preclinical regulatory standardization. To this end, the Registry of Industrial Toxicology Animal-data have developed clear recommendations for diagnosis and documentation of microchip-associated lesions.
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Sistemas de Identificación Animal/normas , Sistemas de Identificación Animal/veterinaria , Animales de Laboratorio , Dispositivos Laboratorio en un Chip/efectos adversos , Dispositivo de Identificación por Radiofrecuencia/normas , Neoplasias de los Tejidos Blandos/etiología , Animales , Bases de Datos Factuales , Guías como Asunto , Dispositivos Laboratorio en un Chip/veterinaria , Neoplasias de los Tejidos Blandos/patología , Neoplasias de los Tejidos Blandos/veterinaria , ToxicologíaRESUMEN
AIM: Although of potential biomedical relevance, dipeptide metabolism has hardly been studied. We found the dipeptidase carnosinase-2 (CN2) to be abundant in human proximal tubules, which regulate water and solute homeostasis. We therefore hypothesized, that CN2 has a key metabolic role, impacting proximal tubular transport function. METHODS: A knockout of the CN2 gene (CNDP2-KO) was generated in human proximal tubule cells and characterized by metabolomics, RNA-seq analysis, paracellular permeability analysis and ion transport. RESULTS: CNDP2-KO in human proximal tubule cells resulted in the accumulation of cellular dipeptides, reduction of amino acids and imbalance of related metabolic pathways, and of energy supply. RNA-seq analyses indicated altered protein metabolism and ion transport. Detailed functional studies demonstrated lower CNDP2-KO cell viability and proliferation, and altered ion and macromolecule transport via trans- and paracellular pathways. Regulatory and transport protein abundance was disturbed, either as a consequence of the metabolic imbalance or the resulting functional disequilibrium. CONCLUSION: CN2 function has a major impact on intracellular amino acid and dipeptide metabolism and is essential for key metabolic and regulatory functions of proximal tubular cells. These findings deserve in vivo analysis of the relevance of CN2 for nephron function and regulation of body homeostasis.
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Dipeptidasas , Humanos , Dipeptidasas/genética , Dipeptidasas/metabolismo , Dipéptidos/metabolismo , Túbulos Renales Proximales/metabolismo , Homeostasis , Aminoácidos/metabolismoRESUMEN
GDF15 has recently emerged as a key driver of the development of various disease conditions including cancer cachexia. Not only the tumor itself but also adverse effects of chemotherapy have been reported to contribute to increased GDF15. Although regulation of GDF15 transcription by BET domain has recently been reported, the molecular mechanisms of GDF15 gene regulation by drugs are still unknown, leaving uncertainty about the safe and effective therapeutic strategies targeting GDF15. We screened various cardiotoxic drugs and BET inhibitors for their effects on GDF15 regulation in human cardiomyocytes and cancer cell lines and analyzed in-house and public gene signature databases. We found that DNA damaging drugs induce GDF15 in cardiomyocytes more strongly than drugs with other modes of action. In cancer cells, GDF15 induction varied depending on drug- and cell type-specific gene signatures including mutations in PI3KCA, TP53, BRAF and MUC16. GDF15 suppression by BET inhibition is particularly effective in cancer cells with low activity of the PI3K/Akt axis and high extracellular concentrations of pantothenate. Our findings provide insights that the risk for GDF15 overexpression and concomitant cachexia can be reduced by a personalized selection of anticancer drugs and patients for precision medicine.
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Caquexia , Neoplasias , Humanos , Miocitos Cardíacos/metabolismo , Medicina de Precisión , Fosfatidilinositol 3-Quinasas/metabolismo , Factor 15 de Diferenciación de Crecimiento/metabolismo , Neoplasias/tratamiento farmacológico , Neoplasias/genéticaRESUMEN
SYK has been reported to possess both tumour promotor and repressor activities and deletion has been linked to a pro-proliferative / pro-invasive phenotype in breast tumours. It is unclear whether this is a consequence of protein deletion or loss of kinase activity. The SYK inhibitor, BI 1002494, caused no increase in proliferation in breast cancer cells or primary mammary epithelial cells in 2D or 3D cultures, nor changes in proliferation (CD1/2, CDK4, PCNA, Ki67) or invadopodia markers (MMP14, PARP, phospho-vimentin Ser56). BI 1002494 did not alter SYK protein expression. There was no change in phenotype observed in 3D cultures after addition of BI 1002494. Thirteen weeks of treatment with BI 1002494 resulted in no ductal branching or cellular proliferation in the mammary glands of mice. An in silico genetic analysis in breast tumour samples revealed no evidence that SYK has a typical tumour suppressor gene profile such as focal deletion, inactivating mutations or lower expression levels. Furthermore, SYK mutations were not associated with reduction in survival and disease-free period in breast cancer patients. In conclusion, small molecule inhibition of the kinase function of SYK does not contribute to a typical tumour suppressor profile.
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BACKGROUND: Existing guidelines do not offer a quick, efficient alternative to the patient's recollection of relevant clinical features during anamnesis and physical examination for chronic urticaria (CU). This study aimed to identify specific items reflecting the main characteristics of CU that should be included in a comprehensive medical history for patients with CU. We also aimed to clarify possible eliciting factors for CU to support accurate diagnosis of the disease. METHODS: A panel of postgraduate dermatologists conducted a literature search for relevant studies on CU using Medline, the Cochrane database, and PubMed. RESULTS: We identified82 articles from which we drew a collection of items to inform development of an easy-to-use checklist and collection of items that should be included in a correct medical history. The final version of the checklist included42 items across two areas: essential clues for anamnesis and diagnosis of CU; and typical symptoms/parameters or characteristics according to subtype, etiology, and laboratory findings. Items included time of disease onset; duration, shape, size, color, and distribution of wheals; associated angioedema; atopy; and triggering factors. CONCLUSIONS: Our guide provides an easy-to-use tool to support clinicians to focus, orient themselves, and save time in medical consultations for CU, allowing better diagnosis and management of this disease.
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BACKGROUND: Existing clinical guidelines do not offer an efficient alternative for the collection of data on relevant clinical traits during history and physical of the patient with chronic urticaria. OBJECTIVE: Our aim was to provide a clinical data checklist together with its guide to allow for thorough information to be obtained and for a physical exam that identifies the main features and triggering factors of the disease to be carried out. METHODS: A search was conducted for relevant literature on chronic urticaria in Medline, the Cochrane library and PubMed. RESULTS: We developed an easy-to-use clinical data checklist with its corresponding clinical guide, comprised by 42 items based on two components: essential clues for history taking and chronic urticaria diagnosis (typical symptoms according to subgroups, etiology and laboratory results). Some components are the time of disease onset, wheals' duration, shape, size, color and distribution, associated angioedema, atopy, triggering factors and others. CONCLUSION: The clinical data checklist and its guide constitute a tool to focus, guide and save time in medical consultation, with the main purpose to aid physicians in providing better diagnosis and management of the disease.
Antecedentes: Las guías clínicas existentes no ofrecen una alternativa eficiente para la recolección de rasgos clínicos relevantes durante la anamnesis y el examen físico del paciente con urticaria crónica. Objetivo: Proporcionar una lista de verificación de información clínica y una guía que permitan obtener información completa y realizar un examen físico que identifique las características principales de la enfermedad y los factores desencadenantes. Métodos: Se realizó una búsqueda de literatura relevante sobre urticaria crónica en Medline, la Biblioteca Cochrane y PubMed. Resultados: Desarrollamos una lista de verificación de información clínica fácil de usar, con su respectiva guía clínica, integrada por 42 elementos basados en 2 componentes: pistas esenciales para la anamnesis y el diagnóstico de la urticaria crónica (síntomas típicos según sus subtipos, etiología y resultados de laboratorio). Algunos componentes son el tiempo de aparición de la enfermedad, duración, forma, tamaño, color y distribución de las erupciones; angioedema aso-ciado, atopia, factores desencadenantes y otros. Conclusiones: La lista de verificación de información clínica y su guía constituyen una herramien-ta para enfocar, orientar y ahorrar tiempo en la consulta médica, con el fin principal de que los médicos realicen un mejor diagnóstico y manejo de la enfermedad.
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Urticaria/diagnóstico , Angioedema/epidemiología , Lista de Verificación , Enfermedad Crónica , Comorbilidad , Recolección de Datos , Humanos , Hipersensibilidad Inmediata/epidemiología , Incidencia , Anamnesis , Examen Físico , Prevalencia , Evaluación de Síntomas , Urticaria/clasificación , Urticaria/epidemiología , Urticaria/etiologíaRESUMEN
High dietary fat and/or cholesterol intake is a risk factor for multiple diseases and has been debated for multiple sclerosis. However, cholesterol biosynthesis is a key pathway during myelination and disturbances are described in demyelinating diseases. To address the possible interaction of dyslipidemia and demyelination, cholesterol biosynthesis gene expression, composition of the body's major lipid repositories and Paigen diet-induced, systemic hypercholesterolemia were examined in Theiler's murine encephalomyelitis (TME) using histology, immunohistochemistry, serum clinical chemistry, microarrays and high-performance thin layer chromatography. TME-virus (TMEV)-infected mice showed progressive loss of motor performance and demyelinating leukomyelitis. Gene expression associated with cholesterol biosynthesis was overall down-regulated in the spinal cord of TMEV-infected animals. Spinal cord levels of galactocerebroside and sphingomyelin were reduced on day 196 post TMEV infection. Paigen diet induced serum hypercholesterolemia and hepatic lipidosis. However, high dietary fat and cholesterol intake led to no significant differences in clinical course, inflammatory response, astrocytosis, and the amount of demyelination and remyelination in the spinal cord of TMEV-infected animals. The results suggest that down-regulation of cholesterol biosynthesis is a transcriptional marker for demyelination, quantitative loss of myelin-specific lipids, but not cholesterol occurs late in chronic demyelination, and serum hypercholesterolemia exhibited no significant effect on TMEV infection.
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Sistema Nervioso Central/patología , Colesterol/sangre , Enfermedades Desmielinizantes/etiología , Encefalomielitis , Recuperación de la Función/fisiología , Animales , Antígenos CD , Vías Biosintéticas/genética , Cromatografía en Capa Delgada , Dieta con Restricción de Grasas , Modelos Animales de Enfermedad , Encefalomielitis/complicaciones , Encefalomielitis/metabolismo , Encefalomielitis/virología , Femenino , Regulación Viral de la Expresión Génica/fisiología , Hígado/metabolismo , Ratones , Análisis por Micromatrices , Theilovirus/fisiología , Factores de TiempoRESUMEN
BI 882370 is a highly potent and selective RAF inhibitor that binds to the DFG-out (inactive) conformation of the BRAF kinase. The compound inhibited proliferation of human BRAF-mutant melanoma cells with 100× higher potency (1-10 nmol/L) than vemurafenib, whereas wild-type cells were not affected at 1,000 nmol/L. BI 882370 administered orally was efficacious in multiple mouse models of BRAF-mutant melanomas and colorectal carcinomas, and at 25 mg/kg twice daily showed superior efficacy compared with vemurafenib, dabrafenib, or trametinib (dosed to provide exposures reached in patients). To model drug resistance, A375 melanoma-bearing mice were initially treated with vemurafenib; all tumors responded with regression, but the majority subsequently resumed growth. Trametinib did not show any efficacy in this progressing population. BI 882370 induced tumor regression; however, resistance developed within 3 weeks. BI 882370 in combination with trametinib resulted in more pronounced regressions, and resistance was not observed during 5 weeks of second-line therapy. Importantly, mice treated with BI 882370 did not show any body weight loss or clinical signs of intolerability, and no pathologic changes were observed in several major organs investigated, including skin. Furthermore, a pilot study in rats (up to 60 mg/kg daily for 2 weeks) indicated lack of toxicity in terms of clinical chemistry, hematology, pathology, and toxicogenomics. Our results indicate the feasibility of developing novel compounds that provide an improved therapeutic window compared with first-generation BRAF inhibitors, resulting in more pronounced and long-lasting pathway suppression and thus improved efficacy.
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Antineoplásicos/farmacología , Mutación , Neoplasias/genética , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Proto-Oncogénicas B-raf/antagonistas & inhibidores , Proteínas Proto-Oncogénicas B-raf/genética , Animales , Antineoplásicos/química , Biomarcadores , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Modelos Animales de Enfermedad , Resistencia a Antineoplásicos , Activación Enzimática/efectos de los fármacos , Femenino , Humanos , Isoenzimas , Masculino , Ratones , Modelos Moleculares , Conformación Molecular , Estructura Molecular , Neoplasias/tratamiento farmacológico , Neoplasias/metabolismo , Neoplasias/patología , Inhibidores de Proteínas Quinasas/química , Multimerización de Proteína , Proteínas Proto-Oncogénicas B-raf/química , Ratas , Ensayos Antitumor por Modelo de XenoinjertoRESUMEN
Nintedanib (BIBF1120) is a potent, oral, small-molecule tyrosine kinase inhibitor, also known as a triple angiokinase inhibitor, inhibiting three major signaling pathways involved in angiogenesis. Nintedanib targets proangiogenic and pro-fibrotic pathways mediated by the VEGFR family, the fibroblast growth factor receptor (FGFR) family, the platelet-derived growth factor receptor (PDGFR) family, as well as Src and Flt-3 kinases. The compound was identified during a lead optimization program for small-molecule inhibitors of angiogenesis and has since undergone extensive clinical investigation for the treatment of various solid tumors, and in patients with the debilitating lung disease idiopathic pulmonary fibrosis (IPF). Recent clinical evidence from phase III studies has shown that nintedanib has significant efficacy in the treatment of NSCLC, ovarian cancer, and IPF. This review article provides a comprehensive summary of the preclinical and clinical research and development of nintedanib from the initial drug discovery process to the latest available clinical trial data.
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Descubrimiento de Drogas , Fibrosis Pulmonar Idiopática/tratamiento farmacológico , Indoles/farmacología , Indoles/uso terapéutico , Neovascularización Patológica/tratamiento farmacológico , Neoplasias Ováricas/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/farmacología , Animales , Femenino , Humanos , Indoles/síntesis química , Indoles/química , Inhibidores de Proteínas Quinasas/síntesis química , Inhibidores de Proteínas Quinasas/química , Inhibidores de Proteínas Quinasas/uso terapéuticoRESUMEN
Inhibition of tumor angiogenesis through blockade of the vascular endothelial growth factor (VEGF) signaling pathway is a new treatment modality in oncology. Preclinical findings suggest that blockade of additional pro-angiogenic kinases, such as fibroblast and platelet-derived growth factor receptors (FGFR and PDGFR), may improve the efficacy of pharmacological cancer treatment. Indolinones substituted in position 6 were identified as selective inhibitors of VEGF-, PDGF-, and FGF-receptor kinases. In particular, 6-methoxycarbonyl-substituted indolinones showed a highly favorable selectivity profile. Optimization identified potent inhibitors of VEGF-related endothelial cell proliferation with additional efficacy on pericyctes and smooth muscle cells. In contrast, no direct inhibition of tumor cell proliferation was observed. Compounds 2 (BIBF 1000) and 3 (BIBF 1120) are orally available and display encouraging efficacy in in vivo tumor models while being well tolerated. The triple angiokinase inhibitor 3 is currently in phase III clinical trials for the treatment of nonsmall cell lung cancer.