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1.
Immunity ; 47(6): 1182-1196.e10, 2017 12 19.
Artículo en Inglés | MEDLINE | ID: mdl-29262351

RESUMEN

CD4+ T cells are tightly regulated by microbiota in the intestine, but whether intestinal T cells interface with host-derived metabolites is less clear. Here, we show that CD4+ T effector (Teff) cells upregulated the xenobiotic transporter, Mdr1, in the ileum to maintain homeostasis in the presence of bile acids. Whereas wild-type Teff cells upregulated Mdr1 in the ileum, those lacking Mdr1 displayed mucosal dysfunction and induced Crohn's disease-like ileitis following transfer into Rag1-/- hosts. Mdr1 mitigated oxidative stress and enforced homeostasis in Teff cells exposed to conjugated bile acids (CBAs), a class of liver-derived emulsifying agents that actively circulate through the ileal mucosa. Blocking ileal CBA reabsorption in transferred Rag1-/- mice restored Mdr1-deficient Teff cell homeostasis and attenuated ileitis. Further, a subset of ileal Crohn's disease patients displayed MDR1 loss of function. Together, these results suggest that coordinated interaction between mucosal Teff cells and CBAs in the ileum regulate intestinal immune homeostasis.


Asunto(s)
Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/inmunología , Ácidos y Sales Biliares/inmunología , Linfocitos T CD4-Positivos/inmunología , Enfermedad de Crohn/inmunología , Ileítis/inmunología , Mucosa Intestinal/inmunología , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/deficiencia , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/genética , Acridinas/farmacología , Adulto , Animales , Ácidos y Sales Biliares/metabolismo , Ácidos y Sales Biliares/farmacología , Transporte Biológico , Linfocitos T CD4-Positivos/efectos de los fármacos , Linfocitos T CD4-Positivos/patología , Enfermedad de Crohn/genética , Enfermedad de Crohn/patología , Modelos Animales de Enfermedad , Femenino , Regulación de la Expresión Génica , Proteínas de Homeodominio/genética , Proteínas de Homeodominio/inmunología , Homeostasis/inmunología , Humanos , Ileítis/genética , Ileítis/patología , Íleon/inmunología , Íleon/patología , Inmunidad Mucosa , Mucosa Intestinal/patología , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Persona de Mediana Edad , Estrés Oxidativo , Transducción de Señal , Tetrahidroisoquinolinas/farmacología
3.
Vet Pathol ; 58(2): 258-265, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33327888

RESUMEN

Animal models have critical roles in biomedical research in promoting understanding of human disease and facilitating development of new therapies and diagnostic techniques to improve human and animal health. In the study of myriad human conditions, each model requires in-depth characterization of its assets and limitations in order for it to be used to greatest advantage. Veterinary pathology expertise is critical in understanding the relevance and translational validity of animal models to conditions under study, assessing morbidity and mortality, and validating outcomes as relevant or not to the study interventions. Clear communication with investigators and education of research personnel on the use and interpretation of pathology endpoints in animal models are critical to the success of any research program. The veterinary pathologist is underutilized in biomedical research due to many factors including misconceptions about high fiscal costs, lack of perceived value, limited recognition of their expertise, and the generally low number of veterinary pathologists currently employed in biomedical research. As members of the multidisciplinary research team, veterinary pathologists have an important role to educate scientists, ensure accurate interpretation of pathology data, maximize rigor, and ensure reproducibility to provide the most reliable data for animal models in biomedical research.


Asunto(s)
Investigación Biomédica , Patología Veterinaria , Veterinarios , Animales , Humanos , Patólogos , Reproducibilidad de los Resultados
4.
Vet Pathol ; 58(4): 650-654, 2021 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-33906549

RESUMEN

Veterinary pathologists are key contributors to multidisciplinary biomedical research. However, they are occasionally excluded from authorship in published articles despite their substantial intellectual and data contributions. To better understand the potential origins and implications of this practice, we identified and analyzed 29 scientific publications where the contributing pathologist was excluded as an author. The amount of pathologist-generated data contributions were similar to the calculated average contributions for authors, suggesting that the amount of data contributed by the pathologist was not a valid factor for their exclusion from authorship. We then studied publications with pathologist-generated contributions to compare the effects of inclusion or exclusion of the pathologist as an author. Exclusion of the pathologist from authorship was associated with significantly lower markers of rigor and reproducibility compared to articles in which the pathologist was included as author. Although this study did not find justification for the exclusion of pathologists from authorship, potential consequences of their exclusion on data quality were readily detectable.


Asunto(s)
Autoria , Investigación Biomédica , Animales , Humanos , Patólogos , Edición , Reproducibilidad de los Resultados
5.
Cell Tissue Res ; 380(2): 305-311, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32130478

RESUMEN

Animal models are a significant component of biomedical research and play an important role in translational studies. Traditionally, rodent models have been the mainstay and principal choice of researchers but in recent years, there have been significant changes in the landscape of animal modeling. For example, newer techniques have greatly expanded the use and successful application of large animal models such as pigs for translational studies. The evolving types and species of animal models can influence the research landscape in terms of facilities, expertise, reproducibility and funding streams, which creates new challenges for research studies. It is also important that investigators are prepared to address the necessity of their animal model research and capable to educate the public regarding its value.


Asunto(s)
Investigación Biomédica Traslacional/métodos , Animales , Modelos Animales de Enfermedad , Humanos
6.
J Hepatol ; 70(6): 1170-1179, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30654068

RESUMEN

BACKGROUND & AIMS: Inherited abnormalities in apolipoprotein E (ApoE) or low-density lipoprotein receptor (LDLR) function result in early onset cardiovascular disease and death. Currently, the only curative therapy available is liver transplantation. Hepatocyte transplantation is a potential alternative; however, physiological levels of hepatocyte engraftment and repopulation require transplanted cells to have a competitive proliferative advantage of over host hepatocytes. Herein, we aimed to test the efficacy and safety of a novel preparative regimen for hepatocyte transplantation. METHODS: Herein, we used an ApoE-deficient mouse model to test the efficacy of a new regimen for hepatocyte transplantation. We used image-guided external-beam hepatic irradiation targeting the median and right lobes of the liver to enhance cell transplant engraftment. This was combined with administration of the hepatic mitogen GC-1, a thyroid hormone receptor-ß agonist mimetic, which was used to promote repopulation. RESULTS: The non-invasive preparative regimen of hepatic irradiation and GC-1 was well-tolerated in ApoE-/- mice. This regimen led to robust liver repopulation by transplanted hepatocytes, which was associated with significant reductions in serum cholesterol levels after transplantation. Additionally, in mice receiving this regimen, ApoE was detected in the circulation 4 weeks after treatment and did not induce an immunological response. Importantly, the normalization of serum cholesterol prevented the formation of atherosclerotic plaques in this model. CONCLUSIONS: Significant hepatic repopulation and the cure of dyslipidemia in this model, using a novel and well-tolerated preparative regimen, demonstrate the clinical potential of applying this method to the treatment of inherited metabolic diseases of the liver. LAY SUMMARY: Hepatocyte transplantation is a promising alternative to liver transplantation for the treatment of liver diseases. However, it is inefficient, as restricted growth of transplanted cells in the liver limits its therapeutic benefits. Preparative treatments improve the efficiency of this procedure, but no clinically-feasible options are currently available. In this study we develop a novel well-tolerated preparative treatment to improve growth of cells in the liver and then demonstrate that this treatment completely cures an inherited lipid disorder in a mouse model.


Asunto(s)
Apolipoproteínas E/deficiencia , Aterosclerosis/prevención & control , Dislipidemias/terapia , Hepatocitos/trasplante , Hiperlipoproteinemia Tipo II/terapia , Acetatos/farmacología , Animales , Apolipoproteínas E/sangre , Colesterol/sangre , Modelos Animales de Enfermedad , Femenino , Hepatocitos/efectos de la radiación , Masculino , Ratones , Ratones Endogámicos C57BL , Fenoles/farmacología
7.
Vet Pathol ; 56(1): 39-42, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30131009

RESUMEN

Histopathology remains an important source of descriptive biological data in biomedical research. Recent petitions for enhanced reproducibility in scientific studies have elevated the role of tissue scoring (semiquantitative and quantitative) in research studies. Effective tissue scoring requires appropriate statistical analysis to help validate the group comparisons and give the pathologist confidence in interpreting the data. Each statistical test is typically founded on underlying assumptions regarding the data. If the underlying assumptions of a statistical test do not match the data, then these tests can lead to increased risk of erroneous interpretations of the data. The choice of appropriate statistical test is influenced by the study's experimental design and resultant data (eg, paired vs unpaired, normality, number of groups, etc). Here, we identify 3 common pitfalls in the analysis of tissue scores: shopping for significance, overuse of paired t-tests, and misguided analysis of multiple groups. Finally, we encourage pathologists to use the full breadth of resources available to them, such as using statistical software, reading key publications about statistical approaches, and identifying a statistician to serve as a collaborator on the multidisciplinary research team. These collective resources can be helpful in choosing the appropriate statistical test for tissue-scoring data to provide the most valid interpretation for the pathologist.


Asunto(s)
Investigación Biomédica , Patología/normas , Proyectos de Investigación , Animales , Interpretación Estadística de Datos , Humanos , Reproducibilidad de los Resultados
8.
Lab Invest ; 98(7): 844-855, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29849125

RESUMEN

Evaluation of tissues is a common and important aspect of translational research studies. Labeling techniques such as immunohistochemistry can stain cells/tissues to enhance identification of specific cell types, cellular activation states, and protein expression. While qualitative evaluation of labeled tissues has merit, use of semiquantitative and quantitative scoring approaches can greatly enhance the rigor of the tissue data. Adhering to key principles for reproducible scoring can enhance the quality and reproducibility of the tissue data so as to maximize its biological relevance and scientific impact.


Asunto(s)
Inmunohistoquímica , Coloración y Etiquetado , Colorantes , Humanos , Inmunohistoquímica/métodos , Inmunohistoquímica/normas , Reproducibilidad de los Resultados , Manejo de Especímenes , Coloración y Etiquetado/métodos , Coloración y Etiquetado/normas
9.
Vet Pathol ; 55(1): 42-52, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-28812529

RESUMEN

Inflammation is a common feature in several types of lung disease and is a frequent end point to validate lung disease models, evaluate genetic or environmental impact on disease severity, or test the efficacy of new therapies. Questions relevant to a study should be defined during experimental design and techniques selected to specifically address these scientific queries. In this review, the authors focus primarily on the breadth of techniques to evaluate lung inflammation that have both clinical and preclinical applications. Stratification of approaches to assess lung inflammation can diminish weaknesses inherent to each technique, provide data validation, and increase the reproducibility of a study. Specialized techniques (eg, imaging, pathology) often require experienced personnel to collect, evaluate, and interpret the data; these experts should be active contributors to the research team through reporting of the data. Scoring of tissue lesions is a useful method to transform observational pathologic data into semiquantitative or quantitative data for statistical analysis and enhanced rigor. Each technique to evaluate lung inflammation has advantages and limitations; understanding these parameters can help identify approaches that best complement one another to increase the rigor and translational significance of data.


Asunto(s)
Modelos Animales de Enfermedad , Neumonía/veterinaria , Investigación Biomédica Traslacional , Animales , Neumonía/diagnóstico por imagen , Neumonía/patología
10.
Vet Pathol ; 55(6): 774-785, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30227783

RESUMEN

Observational studies are a basis for much of our knowledge of veterinary pathology, yet considerations for conducting pathology-based observational studies are not readily available. In part 1 of this series, we offered advice on planning and carrying out an observational study. Part 2 of the series focuses on methodology. Our general recommendations are to consider using already-validated methods, published guidelines, data from primary sources, and quantitative analyses. We discuss 3 common methods in pathology research-histopathologic scoring, immunohistochemistry, and polymerase chain reaction-to illustrate principles of method validation. Some aspects of quality control include use of clear objective grading criteria, validation of key reagents, assessing sample quality, determining specificity and sensitivity, use of technical and biologic negative and positive controls, blinding of investigators, approaches to minimizing operator-dependent variation, measuring technical variation, and consistency in analysis of the different study groups. We close by discussing approaches to increasing the rigor of observational studies by corroborating results with complementary methods, using sufficiently large numbers of study subjects, consideration of the data in light of similar published studies, replicating the results in a second study population, and critical analysis of the study findings.


Asunto(s)
Estudios Observacionales como Asunto/veterinaria , Patología Veterinaria/métodos , Animales , Sesgo , Inmunohistoquímica/métodos , Inmunohistoquímica/normas , Inmunohistoquímica/veterinaria , Microscopía/veterinaria , Estudios Observacionales como Asunto/métodos , Estudios Observacionales como Asunto/normas , Patología Veterinaria/normas , Reacción en Cadena de la Polimerasa/métodos , Reacción en Cadena de la Polimerasa/normas , Reacción en Cadena de la Polimerasa/veterinaria , Reproducibilidad de los Resultados
11.
Vet Pathol ; 55(5): 607-621, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-30071806

RESUMEN

Observational studies are the basis for much of our knowledge of veterinary pathology and are highly relevant to the daily practice of pathology. However, recommendations for conducting pathology-based observational studies are not readily available. In part 1 of this series, we offer advice on planning and conducting an observational study with examples from the veterinary pathology literature. Investigators should recognize the importance of creativity, insight, and innovation in devising studies that solve problems and fill important gaps in knowledge. Studies should focus on specific and testable hypotheses, questions, or objectives. The methodology is developed to support these goals. We consider the merits and limitations of different types of analytic and descriptive studies, as well as of prospective vs retrospective enrollment. Investigators should define clear inclusion and exclusion criteria and select adequate numbers of study subjects, including careful selection of the most appropriate controls. Studies of causality must consider the temporal relationships between variables and the advantages of measuring incident cases rather than prevalent cases. Investigators must consider unique aspects of studies based on archived laboratory case material and take particular care to consider and mitigate the potential for selection bias and information bias. We close by discussing approaches to adding value and impact to observational studies. Part 2 of the series focuses on methodology and validation of methods.


Asunto(s)
Estudios Observacionales como Asunto/métodos , Patología Veterinaria/métodos , Animales , Proyectos de Investigación
12.
J Comp Pathol ; 203: 26-30, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-37236009

RESUMEN

Cancers of the breast, prostate and intestinal tract account for most cancer-associated deaths in humans and represent several of the highest incidence human neoplasms. Therefore, understanding the underlying pathophysiology, including the formation and propagation of these cancers, is key to designing potential treatments. Over the last 50 years or more, genetically engineered mouse models (GEMMs) have been instrumental platforms to our discovery of neoplastic disease as many follow near-identical molecular and histological progression as human tumours. In this mini review, we summarize three key preclinical models and focus on some of the major findings in relation to clinical care. We discuss the MMTV-PyMT (polyomavirus middle T antigen) mouse, TRAMP (transgenic adenocarcinoma mouse prostate) mouse and APCMin (multiple intestinal neoplasm mutation of APC gene) mouse, which mimic breast, prostate and intestinal cancers, respectively. We aim to describe the significant contributions these GEMMs have made to our collective understanding of high-incidence cancers as well as briefly discuss the limitations of each model as a device for therapeutic discovery.


Asunto(s)
Neoplasias de la Próstata , Masculino , Ratones , Humanos , Animales , Ratones Transgénicos , Modelos Animales de Enfermedad , Neoplasias de la Próstata/veterinaria , Genes APC , Mutación
13.
Cell Mol Gastroenterol Hepatol ; 14(3): 693-717, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35688320

RESUMEN

BACKGROUND AND AIMS: Mutations in DNA mismatch repair (MMR) genes are causative in Lynch syndrome and a significant proportion of sporadic colorectal cancers (CRCs). MMR-deficient (dMMR) CRCs display increased mutation rates, with mutations frequently accumulating at short repetitive DNA sequences throughout the genome (microsatellite instability). The TGFBR2 gene is one of the most frequently mutated genes in dMMR CRCs. Therefore, we generated an animal model to study how the loss of both TGFBR2 signaling impacts dMMR-driven intestinal tumorigenesis in vivo and explore the impact of the gut microbiota. METHODS: We generated VCMsh2/Tgfbr2 mice in which Msh2loxP and Tgfbr2loxP alleles are inactivated by Villin-Cre recombinase in the intestinal epithelium. VCMsh2/Tgfbr2 mice were analyzed for their rate of intestinal cancer development and for the mutational spectra and gene expression profiles of tumors. In addition, we assessed the impact of chemically induced chronic inflammation and gut microbiota composition on colorectal tumorigenesis. RESULTS: VCMsh2/Tgfbr2 mice developed small intestinal adenocarcinomas and CRCs with histopathological features highly similar to CRCs in Lynch syndrome patients. The CRCs in VCMsh2/Tgfbr2 mice were associated with the presence of colitis and displayed genetic and histological features that resembled inflammation-associated CRCs in human patients. The development of CRCs in VCMsh2/Tgfbr2 mice was strongly modulated by the gut microbiota composition, which in turn was impacted by the TGFBR2 status of the tumors. CONCLUSIONS: Our results demonstrate a synergistic interaction between MMR and TGFBR2 inactivation in inflammation-associated colon tumorigenesis and highlight the crucial impact of the gut microbiota on modulating the incidence of inflammation-associated CRCs.


Asunto(s)
Neoplasias del Colon , Neoplasias Colorrectales Hereditarias sin Poliposis , Microbiota , Animales , Carcinogénesis/genética , Neoplasias del Colon/genética , Neoplasias Colorrectales Hereditarias sin Poliposis/genética , Neoplasias Colorrectales Hereditarias sin Poliposis/metabolismo , Neoplasias Colorrectales Hereditarias sin Poliposis/patología , Reparación de la Incompatibilidad de ADN , Humanos , Inflamación , Ratones , Receptor Tipo II de Factor de Crecimiento Transformador beta/genética , Receptor Tipo II de Factor de Crecimiento Transformador beta/metabolismo
14.
ILAR J ; 62(1-2): 77-132, 2021 12 31.
Artículo en Inglés | MEDLINE | ID: mdl-34979559

RESUMEN

Animals are valuable resources in biomedical research in investigations of biological processes, disease pathogenesis, therapeutic interventions, safety, toxicity, and carcinogenicity. Interpretation of data from animals requires knowledge not only of the processes or diseases (pathophysiology) under study but also recognition of spontaneous conditions and background lesions (pathology) that can influence or confound the study results. Species, strain/stock, sex, age, anatomy, physiology, spontaneous diseases (noninfectious and infectious), and neoplasia impact experimental results and interpretation as well as animal welfare. This review and the references selected aim to provide a pathology resource for researchers, pathologists, and veterinary personnel who strive to achieve research rigor and validity and must understand the spectrum of "normal" and expected conditions to accurately identify research-relevant experimental phenotypes as well as unusual illness, pathology, or other conditions that can compromise studies involving laboratory mice, rats, gerbils, guinea pigs, hamsters, naked mole rats, and rabbits.


Asunto(s)
Fenómenos Biológicos , Enfermedades Transmisibles , Animales , Cricetinae , Gerbillinae , Cobayas , Ratones , Ratas Topo , Conejos
15.
ILAR J ; 62(1-2): 133-168, 2021 12 31.
Artículo en Inglés | MEDLINE | ID: mdl-33712827

RESUMEN

Animal models provide a valuable tool and resource for biomedical researchers as they investigate biological processes, disease pathogenesis, novel therapies, and toxicologic studies. Interpretation of animal model data requires knowledge not only of the processes/diseases being studied but also awareness of spontaneous conditions and background lesions in the model that can influence or even confound the study results. Species, breed/stock, sex, age, anatomy, physiology, diseases (noninfectious and infectious), and neoplastic processes are model features that can impact the results as well as study interpretation. Here, we review these features in several common laboratory animal species, including ferret, dog (beagle), pig, sheep, and goats.


Asunto(s)
Cabras , Enfermedades de los Porcinos , Animales , Animales de Laboratorio , Modelos Animales de Enfermedad , Perros , Hurones , Ovinos , Porcinos
16.
Methods Mol Biol ; 2099: 205-220, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31883098

RESUMEN

Emergent coronaviruses such as MERS-CoV and SARS-CoV can cause significant morbidity and mortality in infected individuals. Lung infection is a common clinical feature and contributes to disease severity as well as viral transmission. Animal models are often required to study viral infections and therapies, especially during an initial outbreak. Histopathology studies allow for identification of lesions and affected cell types to better understand viral pathogenesis and clarify effective therapies. Use of immunostaining allows detection of presumed viral receptors and viral tropism for cells can be evaluated to correlate with lesions. In the lung, lesions and immunostaining can be qualitatively described to define the cell types, microanatomic location, and type of changes seen. These features are important and necessary, but this approach can have limitations when comparing treatment groups. Semiquantitative and quantitative tissue scores are more rigorous as these provide the ability to statistically compare groups and increase the reproducibility and rigor of the study. This review describes principles, approaches, and resources that can be useful to evaluate coronavirus lung infection, focusing on MER-CoV infection as the principal example.


Asunto(s)
Infecciones por Coronavirus/patología , Coronavirus del Síndrome Respiratorio de Oriente Medio/fisiología , Infecciones del Sistema Respiratorio/patología , Tropismo Viral , Animales , Infecciones por Coronavirus/virología , Humanos , Pulmón/patología , Pulmón/virología , Ratones , Reproducibilidad de los Resultados , Infecciones del Sistema Respiratorio/virología
17.
J Pain Res ; 12: 1033-1039, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30936741

RESUMEN

BACKGROUND: Morbidity has been reported as a sequelae of crystalline steroid epidural steroid injections (ESIs), and particulate steroid size, aggregation, and embolization in brain and spinal cord may be the mechanism related to these neurologic effects. OBJECTIVE: The objective of the study was to examine the aggregation properties of triamcinolone acetonide in commonly used local anesthetics with and without human serum. SETTING: This study was conducted in an academic tertiary care center. HYPOTHESIS: Triamcinolone acetonide shows different aggregation characteristics in serum compared to a non-physiologic solution. DESIGN: Triamcinolone acetonide was mixed with lidocaine 1% (first group) and bupivacaine 0.5% (second group) in a 1:1 ratio and then mixed with either distilled water (control group) or serum ex vivo. A pathologist blinded to our hypothesis inspected all solutions under light microscopy with 100× and 400× magnifications. Total number of particulate steroid aggregates and the number of particles forming each aggregate (recorded as single,1 double,2 triple,3 quadruple,4 or large [>4} crystals) were counted. Particle size and aggregate size were measured (in µm). The ratios of quadruple to total aggregates, large to total, and quadruple with large to total aggregates were calculated. Steroid-serum solutions and steroid-sterile water were then compared. RESULTS: Triamcinolone aggregates showed an increased crystal and aggregate size when compared with other steroids. Within the triamcinolone subgroup, the mixture of lidocaine 1% and serum resulted in the largest crystal aggregates. LIMITATIONS: Whole blood analysis may have provided a more physiologically accurate model but was not chosen due to poor microscopic analysis. Serum donor variability may also have affected particle characteristics. CONCLUSION: Fewer large triamcinolone aggregates were noted in the presence of serum when compared to the non-serum control groups. However, when compared to previously studied particulate steroids, it had the largest aggregates when added to serum.

18.
PLoS One ; 14(12): e0226176, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31846471

RESUMEN

Discovery studies in animals constitute a cornerstone of biomedical research, but suffer from lack of generalizability to human populations. We propose that large-scale interrogation of these data could reveal patterns of animal use that could narrow the translational divide. We describe a text-mining approach that extracts translationally useful data from PubMed abstracts. These comprise six modules: species, model, genes, interventions/disease modifiers, overall outcome and functional outcome measures. Existing National Library of Medicine natural language processing tools (SemRep, GNormPlus and the Chemical annotator) underpin the program and are further augmented by various rules, term lists, and machine learning models. Evaluation of the program using a 98-abstract test set achieved F1 scores ranging from 0.75-0.95 across all modules, and exceeded F1 scores obtained from comparable baseline programs. Next, the program was applied to a larger 14,481 abstract data set (2008-2017). Expected and previously identified patterns of species and model use for the field were obtained. As previously noted, the majority of studies reported promising outcomes. Longitudinal patterns of intervention type or gene mentions were demonstrated, and patterns of animal model use characteristic of the Parkinson's disease field were confirmed. The primary function of the program is to overcome low external validity of animal model systems by aggregating evidence across a diversity of models that capture different aspects of a multifaceted cellular process. Some aspects of the tool are generalizable, whereas others are field-specific. In the initial version presented here, we demonstrate proof of concept within a single disease area, Parkinson's disease. However, the program can be expanded in modular fashion to support a wider range of neurodegenerative diseases.


Asunto(s)
Investigación Biomédica , Minería de Datos , Enfermedades Neurodegenerativas , Investigación Biomédica Traslacional/métodos , Animales , Humanos , Enfermedades Neurodegenerativas/diagnóstico , Enfermedades Neurodegenerativas/genética , Enfermedades Neurodegenerativas/terapia , Evaluación de Resultado en la Atención de Salud
19.
ILAR J ; 59(1): 13-17, 2018 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-30715381

RESUMEN

Failure to reproduce results from some scientific studies has raised awareness of the critical need for reproducibility in translational studies. Macroscopic and microscopic examination is a common approach to determine changes in tissues, but text descriptions and visual images have limitations for group comparisons. Semiquantitative scoring is a way of transforming qualitative tissue data into numerical data that allow more robust group comparisons. Semiquantitative scoring has broad uses in preclinical and clinical studies for evaluation of tissue lesions. Reproducibility can be improved by constraining bias through appropriate experimental design, randomization of tissues, effective use of multidisciplinary collaborations, and valid masking procedures. Scoring can be applied to tissue lesions (eg, size, distribution, characteristics) and also to tissues through evaluation of staining distribution and intensity. Semiquantitative scores should be validated to demonstrate relevance to biological data and to demonstrate observer reproducibility. Statistical analysis should make use of appropriate tests to give robust confidence in the results and interpretations. Following key principles of semiquantitative scoring will not only enhance descriptive tissue evaluation but also improve quality, reproducibility, and rigor of tissue studies.


Asunto(s)
Investigación Biomédica Traslacional/métodos , Animales , Sesgo , Humanos , Reproducibilidad de los Resultados
20.
BMC Res Notes ; 11(1): 763, 2018 Oct 25.
Artículo en Inglés | MEDLINE | ID: mdl-30359291

RESUMEN

OBJECTIVE: Mucin is an important parameter for detection and assessment in studies of airway disease including asthma and cystic fibrosis. Histochemical techniques are often used to evaluate mucin in tissues sections. Periodic acid Schiff (PAS) is a common technique to detect neutral mucins in tissue, but this technique also detects other tissue components including cellular glycogen. We tested whether depletion of glycogen, a common cellular constituent, could impact the detection of mucin in the surface epithelium of the trachea. RESULTS: Normal tissues stained by PAS had significantly more staining than serial sections of glycogen-depleted tissue with PAS staining (i.e. dPAS technique) based on both quantitative analysis and semiquantitative scores. Most of the excess stain by the PAS technique was detected in ciliated cells adjacent to goblet cells. We also compared normal tissues using the Alcian blue technique, which does not have reported glycogen staining, with the dPAS technique. These groups had similar amounts of staining consistent with a high degree of mucin specificity. Our results suggest that when using PAS techniques to stain airways, the dPAS approach is preferred as it enhances the specificity for airway mucin.


Asunto(s)
Glucógeno/metabolismo , Hígado/metabolismo , Mucinas/metabolismo , Reacción del Ácido Peryódico de Schiff/métodos , Mucosa Respiratoria/metabolismo , Coloración y Etiquetado/métodos , Tráquea/metabolismo , Animales , Femenino , Masculino , Ratones , Reacción del Ácido Peryódico de Schiff/normas , Sensibilidad y Especificidad , Coloración y Etiquetado/normas , Porcinos
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