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1.
NPJ Breast Cancer ; 6: 16, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32411818

RESUMO

Assessment of tumor-infiltrating lymphocytes (TILs) is increasingly recognized as an integral part of the prognostic workflow in triple-negative (TNBC) and HER2-positive breast cancer, as well as many other solid tumors. This recognition has come about thanks to standardized visual reporting guidelines, which helped to reduce inter-reader variability. Now, there are ripe opportunities to employ computational methods that extract spatio-morphologic predictive features, enabling computer-aided diagnostics. We detail the benefits of computational TILs assessment, the readiness of TILs scoring for computational assessment, and outline considerations for overcoming key barriers to clinical translation in this arena. Specifically, we discuss: 1. ensuring computational workflows closely capture visual guidelines and standards; 2. challenges and thoughts standards for assessment of algorithms including training, preanalytical, analytical, and clinical validation; 3. perspectives on how to realize the potential of machine learning models and to overcome the perceptual and practical limits of visual scoring.

2.
Gastroenterology ; 157(1): 163-178, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30885780

RESUMO

BACKGROUND & AIMS: The peroxisome proliferator-activated receptor delta (PPARD) regulates cell metabolism, proliferation, and inflammation and has been associated with gastric and other cancers. Villin-positive epithelial cells are a small population of quiescent gastric progenitor cells. We expressed PPARD from a villin promoter to investigate the role of these cells and PPARD in development of gastric cancer. METHODS: We analyzed gastric tissues from mice that express the Ppard (PPARD1 and PPARD2 mice) from a villin promoter, and mice that did not carry this transgene (controls), by histology and immunohistochemistry. We performed cell lineage-tracing experiments and analyzed the microbiomes, chemokine and cytokine production, and immune cells and transcriptomes of stomachs of these mice. We also performed immunohistochemical analysis of PPARD levels in 2 sets of human gastric tissue microarrays. RESULTS: Thirty-eight percent of PPARD mice developed spontaneous, invasive gastric adenocarcinomas, with severe chronic inflammation. Levels of PPARD were increased in human gastric cancer tissues, compared with nontumor tissues, and associated with gastric cancer stage and grade. We found an inverse correlation between level of PPARD in tumor tissue and patient survival time. Gastric microbiomes from PPARD and control mice did not differ significantly. Lineage-tracing experiments identified villin-expressing gastric progenitor cells (VGPCs) as the origin of gastric tumors in PPARD mice. In these mice, PPARD up-regulated CCL20 and CXCL1, which increased infiltration of the gastric mucosa by immune cells. Immune cell production of inflammatory cytokines promoted chronic gastric inflammation and expansion and transformation of VGPCs, leading to tumorigenesis. We identified a positive-feedback loop between PPARD and interferon gamma signaling that sustained gastric inflammation to induce VGPC transformation and gastric carcinogenesis. CONCLUSIONS: We found PPARD overexpression in VPGCs to result in inflammation, dysplasia, and tumor formation. PPARD and VGPCs might be therapeutic targets for stomach cancer.


Assuntos
Carcinogênese/genética , Transformação Celular Neoplásica/genética , Citocinas/imunologia , Mucosa Gástrica/metabolismo , Interferon gama/imunologia , Receptores Citoplasmáticos e Nucleares/genética , Células-Tronco/metabolismo , Estômago/imunologia , Adenocarcinoma/genética , Adenocarcinoma/imunologia , Animais , Carcinogênese/imunologia , Linhagem da Célula , Transformação Celular Neoplásica/imunologia , Quimiocina CCL20/metabolismo , Quimiocina CXCL1/metabolismo , Quimiocinas , Retroalimentação Fisiológica , Perfilação da Expressão Gênica , Inflamação , Camundongos , Microbiota/imunologia , Proteínas dos Microfilamentos/genética , Células-Tronco/imunologia , Estômago/microbiologia , Neoplasias Gástricas/genética , Neoplasias Gástricas/imunologia
3.
Cancer Res ; 79(1): 21-32, 2019 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-30352814

RESUMO

Protein arginine methyltransferases (PRMT) are generally not mutated in diseased states, but they are overexpressed in a number of cancers, including breast cancer. To address the possible roles of PRMT overexpression in mammary gland tumorigenesis, we generated Cre-activated PRMT1, CARM1, and PRMT6 overexpression mouse models. These three enzymes are the primary type I PRMTs and are responsible for the majority of the asymmetric arginine methylation deposited in the cells. Using either a keratin 5-Cre recombinase (K5-Cre) cross or an MMTV-NIC mouse, we investigated the impact of PRMT overexpression alone or in the context of a HER2-driven model of breast cancer, respectively. The overexpression of all three PRMTs induced hyper-branching of the mammary glands and increased Ki-67 staining. When combined with the MMTV-NIC model, these in vivo experiments provided the first genetic evidence implicating elevated levels of these three PRMTs in mammary gland tumorigenesis, albeit with variable degrees of tumor promotion and latency. In addition, these mouse models provided valuable tools for exploring the biological roles and molecular mechanisms of PRMT overexpression in the mammary gland. For example, transcriptome analysis of purified mammary epithelial cells isolated from bigenic NIC-PRMT1 Tg and NIC-PRMT6 Tg mice revealed a deregulated PI3K-AKT pathway. In the future, these PRMT Tg lines can be leveraged to investigate the roles of arginine methylation in other tissues and tumor model systems using different tissue-specific Cre crosses, and they can also be used for testing the in vivo efficacy of small molecule inhibitors that target these PRMT. SIGNIFICANCE: These findings establish Cre-activated mouse models of three different arginine methyltransferases, PRMT1, CARM1, and PRMT6, which are overexpressed in human cancers, providing a valuable tool for the study of PRMT function in tumorigenesis.See related commentary by Watson and Bitler, p. 3.


Assuntos
Neoplasias da Mama/patologia , Transformação Celular Neoplásica/patologia , Modelos Animais de Doenças , Proteínas Nucleares/fisiologia , Oncogenes , Proteína-Arginina N-Metiltransferases/fisiologia , Proteínas Repressoras/fisiologia , Animais , Biomarcadores Tumorais/genética , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/metabolismo , Feminino , Perfilação da Expressão Gênica , Humanos , Masculino , Camundongos , Camundongos Transgênicos , Transdução de Sinais
4.
Clin Cancer Res ; 24(5): 1138-1151, 2018 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-29301830

RESUMO

Purpose: Agonist antibodies targeting the T-cell costimulatory receptor 4-1BB (CD137) are among the most effective immunotherapeutic agents across preclinical cancer models. In the clinic, however, development of these agents has been hampered by dose-limiting liver toxicity. Lack of knowledge of the mechanisms underlying this toxicity has limited the potential to separate 4-1BB agonist-driven tumor immunity from hepatotoxicity.Experimental Design: The capacity of 4-1BB agonist antibodies to induce liver toxicity was investigated in immunocompetent mice, with or without coadministration of checkpoint blockade, via (i) measurement of serum transaminase levels, (ii) imaging of liver immune infiltrates, and (iii) qualitative and quantitative assessment of liver myeloid and T cells via flow cytometry. Knockout mice were used to clarify the contribution of specific cell subsets, cytokines, and chemokines.Results: We find that activation of 4-1BB on liver myeloid cells is essential to initiate hepatitis. Once activated, these cells produce interleukin-27 that is required for liver toxicity. CD8 T cells infiltrate the liver in response to this myeloid activation and mediate tissue damage, triggering transaminase elevation. FoxP3+ regulatory T cells limit liver damage, and their removal dramatically exacerbates 4-1BB agonist-induced hepatitis. Coadministration of CTLA-4 blockade ameliorates transaminase elevation, whereas PD-1 blockade exacerbates it. Loss of the chemokine receptor CCR2 blocks 4-1BB agonist hepatitis without diminishing tumor-specific immunity against B16 melanoma.Conclusions: 4-1BB agonist antibodies trigger hepatitis via activation and expansion of interleukin-27-producing liver Kupffer cells and monocytes. Coadministration of CTLA-4 and/or CCR2 blockade may minimize hepatitis, but yield equal or greater antitumor immunity. Clin Cancer Res; 24(5); 1138-51. ©2018 AACR.


Assuntos
Antineoplásicos Imunológicos/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Doença Hepática Induzida por Substâncias e Drogas/imunologia , Interleucinas/metabolismo , Membro 9 da Superfamília de Receptores de Fatores de Necrose Tumoral/agonistas , Animais , Antineoplásicos Imunológicos/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Linfócitos T CD8-Positivos/efeitos dos fármacos , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Antígeno CTLA-4/antagonistas & inibidores , Antígeno CTLA-4/imunologia , Linhagem Celular Tumoral/transplante , Doença Hepática Induzida por Substâncias e Drogas/etiologia , Doença Hepática Induzida por Substâncias e Drogas/patologia , Avaliação Pré-Clínica de Medicamentos , Humanos , Interleucinas/imunologia , Fígado/citologia , Fígado/efeitos dos fármacos , Fígado/imunologia , Fígado/patologia , Masculino , Melanoma Experimental/tratamento farmacológico , Melanoma Experimental/imunologia , Melanoma Experimental/patologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Células Mieloides/efeitos dos fármacos , Células Mieloides/imunologia , Células Mieloides/metabolismo , Receptores CCR2/antagonistas & inibidores , Receptores CCR2/imunologia , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/imunologia , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Cutâneas/imunologia , Neoplasias Cutâneas/patologia , Microambiente Tumoral/efeitos dos fármacos , Microambiente Tumoral/imunologia
5.
Can Vet J ; 51(9): 993-9, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-21119866

RESUMO

Five horses were presented with signs of myopathy along with systemic malaise, hyperfibrinogenemia, hyperphosphatemia, and an elevated calcium phosphorus product (Ca*P). Postmortem findings were consistent with systemic calcinosis, a syndrome of calcium deposition in the tissue of organs including lungs, kidneys, muscle, and heart that has not been previously described in horses.


Assuntos
Calcinose/veterinária , Doenças dos Cavalos/diagnóstico , Animais , Calcinose/sangue , Calcinose/diagnóstico , Calciofilaxia/sangue , Calciofilaxia/diagnóstico , Calciofilaxia/veterinária , Cálcio/sangue , Evolução Fatal , Doenças dos Cavalos/sangue , Cavalos , Masculino , Fósforo/sangue
6.
Fetal Pediatr Pathol ; 28(6): 274-8, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19842882

RESUMO

This autopsy of a stillborn term infant revealed a constellation of unusual features including calcification of the chorion membrane and portions of the umbilical vascular media, extensive white matter gliosis, arthrogryposis multiplex congenita, adhesions of one eyelid to the globe, pericarditis, a miniature left foot, and a cleft palate. We hypothesized that the membrane and umbilical cord lesions resulted from an episode of resolved chorioamnionitis earlier in the pregnancy. Mare reproductive loss syndrome (MRLS) demonstrates a bacteremic infection of the amniotic cavity, pericarditis, and uniocular endophthalmitis in the mare. On the basis of analogy, we speculated that this infant suffered an intrauterine bacteremia with tissue predilection similar to that of MRLS.


Assuntos
Calcinose/veterinária , Córion/patologia , Opacidade da Córnea/patologia , Doenças dos Cavalos/patologia , Pericardite/veterinária , Natimorto/veterinária , Animais , Animais Recém-Nascidos , Fenda Labial/patologia , Fenda Labial/veterinária , Fissura Palatina/patologia , Fissura Palatina/veterinária , Feminino , Cavalos , Masculino , Pericardite/patologia , Gravidez
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