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1.
Am J Pathol ; 194(7): 1272-1284, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38537936

RESUMO

Tumor-infiltrating lymphocytes (TILs) are associated with improved survival in patients with epithelial ovarian cancer. However, TIL evaluation has not been used in routine clinical practice because of reproducibility issues. The current study developed two convolutional neural network models to detect TILs and to determine their spatial location in whole slide images, and established a spatial assessment pipeline to objectively quantify intraepithelial and stromal TILs in patients with high-grade serous ovarian carcinoma. The predictions of the established models showed a significant positive correlation with the number of CD8+ T cells and immune gene expressions. Patients with a higher density of intraepithelial TILs had a significantly prolonged overall survival and progression-free survival in multiple cohorts. On the basis of the density of intraepithelial and stromal TILs, patients were classified into three immunophenotypes: immune inflamed, excluded, and desert. The immune-desert subgroup showed the worst prognosis. Gene expression analysis showed that the immune-desert subgroup had lower immune cytolytic activity and T-cell-inflamed gene-expression profile scores, whereas the immune-excluded subgroup had higher expression of interferon-γ and programmed death 1 receptor signaling pathway. The established evaluation method provided detailed and comprehensive quantification of intraepithelial and stromal TILs throughout hematoxylin and eosin-stained slides. It has potential for clinical application for personalized treatment of patients with ovarian cancer.


Assuntos
Cistadenocarcinoma Seroso , Aprendizado Profundo , Linfócitos do Interstício Tumoral , Neoplasias Ovarianas , Humanos , Feminino , Linfócitos do Interstício Tumoral/imunologia , Linfócitos do Interstício Tumoral/patologia , Neoplasias Ovarianas/imunologia , Neoplasias Ovarianas/patologia , Neoplasias Ovarianas/genética , Cistadenocarcinoma Seroso/patologia , Cistadenocarcinoma Seroso/imunologia , Cistadenocarcinoma Seroso/genética , Pessoa de Meia-Idade , Idoso , Prognóstico , Células Estromais/patologia , Células Estromais/imunologia , Células Estromais/metabolismo , Linfócitos Intraepiteliais/imunologia , Linfócitos Intraepiteliais/metabolismo
2.
Cells ; 10(9)2021 08 26.
Artigo em Inglês | MEDLINE | ID: mdl-34571851

RESUMO

Solid tumors in advanced cancer often feature a structurally and functionally abnormal vasculature through tumor angiogenesis, which contributes to cancer progression, metastasis, and therapeutic resistances. Hypoxia is considered a major driver of angiogenesis in tumor microenvironments. However, there remains a lack of in vitro models that recapitulate both the vasculature and hypoxia in the same model with physiological resemblance to the tumor microenvironment, while allowing for high-content spatiotemporal analyses for mechanistic studies and therapeutic evaluations. We have previously constructed a hypoxia microdevice that utilizes the metabolism of cancer cells to generate an oxygen gradient in the cancer cell layer as seen in solid tumor sections. Here, we have engineered a new composite microdevice-microfluidics platform that recapitulates a vascularized hypoxic tumor. Endothelial cells were seeded in a collagen channel formed by viscous fingering, to generate a rounded vascular lumen surrounding a hypoxic tumor section composed of cancer cells embedded in a 3-D hydrogel extracellular matrix. We demonstrated that the new device can be used with microscopy-based high-content analyses to track the vascular phenotypes, morphology, and sprouting into the hypoxic tumor section over a 7-day culture, as well as the response to different cancer/stromal cells. We further evaluated the integrity/leakiness of the vascular lumen in molecular delivery, and the potential of the platform to study the movement/trafficking of therapeutic immune cells. Therefore, our new platform can be used as a model for understanding tumor angiogenesis and therapeutic delivery/efficacy in vascularized hypoxic tumors.


Assuntos
Microfluídica/instrumentação , Neoplasias/irrigação sanguínea , Microambiente Tumoral/fisiologia , Vasos Sanguíneos/fisiologia , Linhagem Celular Tumoral , Células Endoteliais/metabolismo , Matriz Extracelular/metabolismo , Humanos , Hipóxia/patologia , Microfluídica/métodos , Modelos Biológicos , Neovascularização Patológica/metabolismo , Neovascularização Patológica/patologia , Oxigênio/metabolismo , Células Estromais/metabolismo
3.
Methods Mol Biol ; 2286: 95-105, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33534112

RESUMO

Bone marrow stromal cells (BMSCs, also known as bone marrow mesenchymal stem cells) are a plastic-adherent heterogeneous cell population that contain inherent skeletal progenitors and a subset of multipotential skeletal stem cells (SSCs). Application of BMSCs in therapeutic protocols implies its isolation and expansion under good manufacturing practices (GMP). Here we describe the procedures we have found to successfully generate practical BMSCs numbers, with preserved biological potency.


Assuntos
Tecnologia Biomédica/normas , Células da Medula Óssea/citologia , Osso e Ossos/citologia , Cultura Primária de Células/métodos , Antígenos CD34/genética , Antígenos CD34/metabolismo , Tecnologia Biomédica/métodos , Células Cultivadas , Técnicas de Cocultura/economia , Técnicas de Cocultura/métodos , Técnicas de Cocultura/normas , Custos e Análise de Custo , Meios de Cultura Livres de Soro/química , Humanos , Guias de Prática Clínica como Assunto , Cultura Primária de Células/economia , Cultura Primária de Células/normas , Células Estromais/citologia , Células Estromais/metabolismo
4.
J Pathol ; 246(4): 422-426, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30105762

RESUMO

The process of epithelial-to-mesenchymal transition (EMT) in cancer is a well-described process whereby epithelial tumour cells undergo molecular/phenotypic changes and transition to a mesenchymal biology. To aid in the transcriptional characterisation of this process, gene expression signatures have been developed that attribute a relative EMT score to samples in a given cohort. We demonstrate how such EMT signatures can identify epithelial cell line models with high levels of transition but also highlight that, unsurprisingly, fibroblast cell lines, which are inherently mesenchymal, have a higher EMT score relative to any epithelial cell line studied. In line with these data, we demonstrate how increased tumour stromal composition, and reduced epithelial cellularity, significantly correlates with increasing EMT signature score, which is evident using either in silico subtyping analysis (p < 0.00001) or in situ histopathological characterisation (p < 0.001). Considered together, these results reinforce the importance not only of interdisciplinary research to correctly define the nature of EMT biology but also the requirement for a cadre of multidisciplinary researchers who can analyse and interpret the underlying pathological, bioinformatic and molecular data that are essential for advancing our understanding of the malignant process. © 2018 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.


Assuntos
Biomarcadores Tumorais/genética , Neoplasias Colorretais/genética , Células Epiteliais/metabolismo , Transição Epitelial-Mesenquimal/genética , Fibroblastos/metabolismo , Perfilação da Expressão Gênica/métodos , Análise de Sequência com Séries de Oligonucleotídeos , Células Estromais/metabolismo , Biomarcadores Tumorais/metabolismo , Linhagem Celular Tumoral , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Biologia Computacional/métodos , Mineração de Dados/métodos , Bases de Dados Genéticas , Células Epiteliais/patologia , Fibroblastos/patologia , Predisposição Genética para Doença , Humanos , Fenótipo , Células Estromais/patologia , Transcriptoma
5.
Curr Protoc Toxicol ; 72: 14.17.1-14.17.23, 2017 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-28463419

RESUMO

Drug clearance rates from the body can determine drug exposure that can affect efficacy or toxicity. Thus, accurate prediction of drug clearance during preclinical development can help guide dose selection in humans, but animal testing is not always predictive of human outcomes. Because hepatic drug metabolism is a rate-limiting step in the overall clearance of many drugs, primary human hepatocytes (PHHs) in suspension cultures or monolayers are used for drug clearance predictions. Yet, the precipitous decline in drug metabolism capacity can lead to significant underestimation of clearance rates, particularly for low turnover compounds that have desirable one-pill-a-day dosing regimens. In contrast, micropatterned co-cultures (MPCCs) of PHHs and fibroblasts display phenotypic stability for several weeks and can help mitigate the limitations of conventional cultures. Here, we describe protocols to create and use MPCCs for drug clearance predictions, and for modeling clinically-relevant drug-drug interactions that can affect drug clearance. © 2017 by John Wiley & Sons, Inc.


Assuntos
Técnicas de Cocultura/métodos , Interações Medicamentosas , Hepatócitos/metabolismo , Preparações Farmacêuticas/metabolismo , Células Estromais/metabolismo , Células 3T3 , Animais , Técnicas de Cultura de Células , Meios de Cultura , Fibroblastos/metabolismo , Hepatócitos/ultraestrutura , Humanos , Taxa de Depuração Metabólica , Camundongos , Fenótipo , Células Estromais/ultraestrutura
6.
Mol Hum Reprod ; 23(6): 393-405, 2017 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-28333280

RESUMO

STUDY QUESTION: How does hCG signal in human endometrial stromal cells (ESCs) and what is its role in regulating ESC function? SUMMARY ANSWER: hCG signaling in ESCs activates the extracellular signal-regulated protein kinases 1 and 2 (Erk1/2) pathway through exchange protein activated by cyclic AMP (cAMP) (Epac) and transiently increases progesterone receptor (PR) transcript and protein expression and its transcriptional function. WHAT IS KNOWN ALREADY: hCG is one of the earliest embryo-derived secreted signals in the endometrium, which abundantly expresses LH/hCG receptors. hCG signals through cAMP/protein kinase A (PKA) in gonadal cells, but in endometrial epithelial cells, hCG induces Erk1/2 activation independent of the cAMP/PKA pathway. Few data exist concerning the signal transduction pathways triggered by hCG in ESCs and their role in regulation of ESC function. STUDY DESIGN, SIZE, DURATION: This is an in vitro study comprising patients undergoing benign gynecological surgery (n = 46). PARTICIPANTS/MATERIALS, SETTING, METHODS: Endometrial samples were collected from normal cycling women during the mid-secretory phase for ESCs isolation. The study conducted in an academic research laboratory within a tertiary-care hospital. The activation of the Erk1/2 signal transduction pathway elicited by hCG was evaluated in ESC. Signaling pathway inhibitors were used to examine the roles of PKA, PI3K, PKC, adenylyl cyclase and Epac on the hCG-stimulated up-regulation of phospho-Erk1/2 (pErk1/2). Erk1/2 phosphorylation was determined by immunoblot. siRNA targeting Epac was used to investigate the molecular mechanisms. To assess the role of Erk1/2 signaling induced by hCG on ESC function, gene expression regulation was examined by immunofluorescence and real-time quantitative PCR. The role of PR on the regulation of transcript levels was studied using progesterone and the PR antagonist RU486. All experiments were conducted using at least three different cell culture preparations in triplicate. MAIN RESULTS AND THE ROLE OF CHANCE: Addition of hCG to ESCs in vitro induced the phosphorylation of Erk1/2 through cAMP accumulation. Such induction could not be blocked by inhibitors for PKA, PKC and PI3K. Epac inhibition and knockdown with siRNA prevented pErk1/2 induction by hCG. ESCs stimulated with hCG for up to 72 h showed a significant increase in PR mRNA and immunofluorescent label at 48 h only; an effect that was abrogated with the mitogen-activated protein kinase kinase inhibitor UO126. In addition, the hCG-activated Erk1/2 pathway significantly decreased the mRNA levels for secreted frizzled-related protein 4 (SFRP4) at 24 h, whereas it increased those for homeobox A10 (HOXA10) at 48 h (P = 0.041 and P = 0.022 versus control, respectively). Prolactin mRNA levels were not significantly modified. HOXA10 mRNA up-regulation by hCG was not enhanced by co-stimulation with progesterone; however, it was completely abolished in the presence of RU486 (P = 0.036 hCG versus hCG + RU486). LARGE SCALE DATA: N/A. LIMITATIONS, REASONS FOR CAUTION: This is an in vitro study utilizing stromal cell cultures from human endometrial tissues. Furthermore, results obtained should also be confirmed in vivo in the context of the whole human endometrial tissue and hormonal milieu. The in vitro experiments using hCG have been conducted without other hormones/factors that may also modulate the ESCs response to hCG. WIDER IMPLICATIONS OF THE FINDINGS: We have determined that hCG induces the PR through the Erk1/2 pathway in ESCs which may render them more sensitive to progesterone, increasing our understanding about the effects of hCG at the embryo-maternal interface. The activation of such a pathway in the context of the hormonal milieu during the window of implantation might contribute to a successful dialog between the embryo and the uterus, leading to appropriate endometrial function. Defective hCG signaling in the endometrial stromal tissue may lead to an incomplete uterine response, compromising embryo implantation and early pregnancy. STUDY FUNDING/COMPETING INTEREST(S): This work was supported by the National Fund for Scientific and Technological Development, Government of Chile (FONDECYT) grants 11100443 and 1140614 (A.T.-P.). The authors have no conflicts of interest to declare.


Assuntos
Gonadotropina Coriônica/farmacologia , Fatores de Troca do Nucleotídeo Guanina/genética , Proteína Quinase 1 Ativada por Mitógeno/genética , Proteína Quinase 3 Ativada por Mitógeno/genética , Receptores de Progesterona/genética , Células Estromais/efeitos dos fármacos , Adenilil Ciclases/genética , Adenilil Ciclases/metabolismo , Adulto , Proteínas Quinases Dependentes de AMP Cíclico/genética , Proteínas Quinases Dependentes de AMP Cíclico/metabolismo , Endométrio/citologia , Endométrio/efeitos dos fármacos , Endométrio/metabolismo , Feminino , Regulação da Expressão Gênica no Desenvolvimento , Fatores de Troca do Nucleotídeo Guanina/agonistas , Fatores de Troca do Nucleotídeo Guanina/metabolismo , Proteínas Homeobox A10 , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Humanos , Proteína Quinase 1 Ativada por Mitógeno/metabolismo , Proteína Quinase 3 Ativada por Mitógeno/metabolismo , Fosfatidilinositol 3-Quinases/genética , Fosfatidilinositol 3-Quinases/metabolismo , Fosforilação , Gravidez , Cultura Primária de Células , Proteína Quinase C/genética , Proteína Quinase C/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , RNA Interferente Pequeno/genética , RNA Interferente Pequeno/metabolismo , Receptores de Progesterona/metabolismo , Transdução de Sinais , Células Estromais/citologia , Células Estromais/metabolismo , Transcrição Gênica
7.
Oncotarget ; 8(5): 7647-7665, 2017 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-28032590

RESUMO

Multiple myeloma is a malignant still incurable plasma cell disorder. This is due to refractory disease relapse, immune impairment, and development of multi-drug resistance. The growth of malignant plasma cells is dependent on the bone marrow (BM) microenvironment and evasion of the host's anti-tumor immune response. Hence, we hypothesized that targeting tumor-stromal cell interaction and endogenous immune system in BM will potentially improve the response of multiple myeloma (MM). Therefore, we proposed a computational simulation of the myeloma development in the complicated microenvironment which includes immune cell components and bone marrow stromal cells and predicted the effects of combined treatment with multi-drugs on myeloma cell growth. We constructed a hybrid multi-scale agent-based model (HABM) that combines an ODE system and Agent-based model (ABM). The ODEs was used for modeling the dynamic changes of intracellular signal transductions and ABM for modeling the cell-cell interactions between stromal cells, tumor, and immune components in the BM. This model simulated myeloma growth in the bone marrow microenvironment and revealed the important role of immune system in this process. The predicted outcomes were consistent with the experimental observations from previous studies. Moreover, we applied this model to predict the treatment effects of three key therapeutic drugs used for MM, and found that the combination of these three drugs potentially suppress the growth of myeloma cells and reactivate the immune response. In summary, the proposed model may serve as a novel computational platform for simulating the formation of MM and evaluating the treatment response of MM to multiple drugs.


Assuntos
Proliferação de Células/efeitos dos fármacos , Modelos Biológicos , Mieloma Múltiplo/tratamento farmacológico , Células Estromais/efeitos dos fármacos , Microambiente Tumoral , Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Comunicação Celular/efeitos dos fármacos , Ciclo Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Movimento Celular/efeitos dos fármacos , Técnicas de Cocultura , Simulação por Computador , Relação Dose-Resposta a Droga , Sinergismo Farmacológico , Regulação Neoplásica da Expressão Gênica , Humanos , Cadeias de Markov , Método de Monte Carlo , Mieloma Múltiplo/genética , Mieloma Múltiplo/metabolismo , Mieloma Múltiplo/patologia , Proteômica/métodos , Transdução de Sinais/efeitos dos fármacos , Processos Estocásticos , Células Estromais/metabolismo , Células Estromais/patologia , Fatores de Tempo
8.
BMC Med Genomics ; 7 Suppl 1: S2, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25079962

RESUMO

BACKGROUND: The current state of the art for measuring stromal response to targeted therapy requires burdensome and rate limiting quantitative histology. Transcriptome measures are increasingly affordable and provide an opportunity for developing a stromal versus cancer ratio in xenograft models. In these models, human cancer cells are transplanted into mouse host tissues (stroma) and together coevolve into a tumour microenvironment. However, profiling the mouse or human component separately remains problematic. Indeed, laser capture microdissection is labour intensive. Moreover, gene expression using commercial microarrays introduces significant and underreported cross-species hybridization errors that are commonly overlooked by biologists. METHOD: We developed a customized dual-species array, H&M array, and performed cross-species and species-specific hybridization measurements. We validated a new methodology for establishing the stroma vs cancer ratio using transcriptomic data. RESULTS: In the biological validation of the H&M array, cross-species hybridization of human and mouse probes was significantly reduced (4.5 and 9.4 fold reduction, respectively; p < 2x10-16 for both, Mann-Whitney test). We confirmed the capability of the H&M array to determine the stromal to cancer cells ratio based on the estimation of cellularity index of mouse/human mRNA content in vitro. This new metrics enable to investigate more efficiently the stroma-cancer cell interactions (e.g. cellularity) bypassing labour intensive requirement and biases of laser capture microdissection. CONCLUSION: These results provide the initial evidence of improved and cost-efficient analytics for the investigation of cancer cell microenvironment, using species-specificity arrays specifically designed for xenografts models.


Assuntos
Transformação Celular Neoplásica , Perfilação da Expressão Gênica , Genômica/métodos , Terapia de Alvo Molecular , Neoplasias/genética , Neoplasias/patologia , Ensaios Antitumorais Modelo de Xenoenxerto , Animais , Humanos , Camundongos , Anotação de Sequência Molecular , Neoplasias/tratamento farmacológico , Hibridização de Ácido Nucleico , Análise de Sequência com Séries de Oligonucleotídeos , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Reprodutibilidade dos Testes , Especificidade da Espécie , Células Estromais/metabolismo , Células Estromais/patologia , Microambiente Tumoral
9.
Acta Biomater ; 10(10): 4186-96, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24937137

RESUMO

Current clinical treatments for skeletal conditions resulting in large-scale bone loss include autograft or allograft, both of which have limited effectiveness. In seeking to address bone regeneration, several tissue engineering strategies have come to the fore, including the development of growth factor releasing technologies and appropriate animal models to evaluate repair. Ex vivo models represent a promising alternative to simple in vitro systems or complex, ethically challenging in vivo models. We have developed an ex vivo culture system of whole embryonic chick femora, adapted in this study as a critical size defect model to investigate the effects of novel bone extracellular matrix (bECM) hydrogel scaffolds containing spatio-temporal growth factor-releasing microparticles and skeletal stem cells on bone regeneration, to develop a viable alternative treatment for skeletal degeneration. Alginate/bECM hydrogels combined with poly (d,l-lactic-co-glycolic acid) (PDLLGA)/triblock copolymer (10-30% PDLLGA-PEG-PDLLGA) microparticles releasing VEGF, TGF-ß3 or BMP-2 were placed, with human adult Stro-1+ bone marrow stromal cells, into 2mm central segmental defects in embryonic chick femurs. Alginate/bECM hydrogels loaded with HSA/VEGF or HSA/TGF-ß3 demonstrated a cartilage-like phenotype, with minimal collagen I deposition, comparable to HSA-only control hydrogels. The addition of BMP-2 releasing microparticles resulted in enhanced structured bone matrix formation, evidenced by increased Sirius red-stained matrix and collagen expression within hydrogels. This study demonstrates delivery of bioactive growth factors from a novel alginate/bECM hydrogel to augment skeletal tissue formation and the use of an organotypic chick femur defect culture system as a high-throughput test model for scaffold/cell/growth factor therapies for regenerative medicine.


Assuntos
Células da Medula Óssea/metabolismo , Regeneração Óssea , Fêmur , Hidrogéis , Peptídeos e Proteínas de Sinalização Intercelular , Células Satélites de Músculo Esquelético/metabolismo , Adulto , Alginatos/química , Alginatos/farmacologia , Animais , Células da Medula Óssea/patologia , Bovinos , Galinhas , Matriz Extracelular/química , Fêmur/lesões , Fêmur/metabolismo , Fêmur/patologia , Ácido Glucurônico/química , Ácido Glucurônico/farmacologia , Ácidos Hexurônicos/química , Ácidos Hexurônicos/farmacologia , Humanos , Hidrogéis/química , Hidrogéis/farmacologia , Peptídeos e Proteínas de Sinalização Intercelular/química , Peptídeos e Proteínas de Sinalização Intercelular/farmacologia , Células Satélites de Músculo Esquelético/patologia , Células Estromais/metabolismo , Células Estromais/patologia
10.
Mol Oncol ; 7(6): 1031-42, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23998958

RESUMO

Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignancies. It is typically detected at an advanced stage, at which the therapeutic options are very limited. One remarkable feature of PDAC that contributes to its resilience to treatment is the extreme stromal activation seen in these tumors. Often, the vast majority of tumor bulk consists of non-tumor cells that together provide a tumor-promoting environment. One of the signals that maintains and activates the stroma is the developmental protein Sonic Hedgehog (SHH). As the disease progresses, tumor cells produce increasing amounts of SHH, which activates the surrounding stroma to aid in tumor progression. To better understand this response and identify targets for inhibition, we aimed to elucidate the proteins that mediate the SHH-driven stromal response in PDAC. For this a novel mixed-species coculture model was set up in which the cancer cells are human, and the stroma is modeled by mouse fibroblasts. In conjunction with next-generation sequencing we were able to use the sequence difference between these species to genetically distinguish between the epithelial and stromal responses to SHH. The stromal SHH-dependent genes from this analysis were validated and their relevance for human disease was subsequently determined in two independent patient cohorts. In non-microdissected tissue from PDAC patients, in which a large amount of stroma is present, the targets were confirmed to associate with tumor stroma versus normal pancreatic tissue. Patient survival analysis and immunohistochemistry identified CDA, EDIL3, ITGB4, PLAUR and SPOCK1 as SHH-dependent stromal factors that are associated with poor prognosis in PDAC patients. Summarizing, the presented data provide insight into the role of the activated stroma in PDAC, and how SHH acts to mediate this response. In addition, the study has yielded several candidates that are interesting therapeutic targets for a disease for which treatment options are still inadequate.


Assuntos
Adenocarcinoma/metabolismo , Adenocarcinoma/mortalidade , Proteínas Hedgehog/metabolismo , Proteínas de Neoplasias/metabolismo , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/mortalidade , Adenocarcinoma/genética , Adenocarcinoma/patologia , Animais , Linhagem Celular Tumoral , Técnicas de Cocultura , Intervalo Livre de Doença , Feminino , Proteínas Hedgehog/genética , Humanos , Masculino , Camundongos , Proteínas de Neoplasias/genética , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patologia , Células Estromais/metabolismo , Células Estromais/patologia , Taxa de Sobrevida
11.
Bioinformatics ; 29(23): 2964-70, 2013 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-24021380

RESUMO

MOTIVATION: The accurate detection of copy number alterations (CNAs) in human genomes is important for understanding susceptibility to cancer and mechanisms of tumor progression. CNA detection in tumors from single nucleotide polymorphism (SNP) genotyping arrays is a challenging problem due to phenomena such as aneuploidy, stromal contamination, genomic waves and intra-tumor heterogeneity, issues that leading methods do not optimally address. RESULTS: Here we introduce methods and software (PennCNV-tumor) for fast and accurate CNA detection using signal intensity data from SNP genotyping arrays. We estimate stromal contamination by applying a maximum likelihood approach over multiple discrete genomic intervals. By conditioning on signal intensity across the genome, our method accounts for both aneuploidy and genomic waves. Finally, our method uses a hidden Markov model to integrate multiple sources of information, including total and allele-specific signal intensity at each SNP, as well as physical maps to make posterior inferences of CNAs. Using real data from cancer cell-lines and patient tumors, we demonstrate substantial improvements in accuracy and computational efficiency compared with existing methods.


Assuntos
Neoplasias da Mama/genética , Biologia Computacional , Variações do Número de Cópias de DNA/genética , Genoma Humano , Polimorfismo de Nucleotídeo Único/genética , Aneuploidia , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Aberrações Cromossômicas , Feminino , Genômica , Genótipo , Humanos , Funções Verossimilhança , Cadeias de Markov , Análise de Sequência com Séries de Oligonucleotídeos , Software , Células Estromais/metabolismo , Células Estromais/patologia
12.
Anticancer Res ; 33(4): 1447-55, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23564785

RESUMO

BACKGROUND: Podoplanin, a small mucin-type transmembrane protein has been shown in several studies to be expressed in cancer-associated fibroblasts (CAFs) and affect patient outcome. MATERIALS AND METHODS: We evaluated podoplanin expression in CAFs in a cohort of 257 patients with invasive ductal breast carcinomas (IDCs) using three different assessment scales based on the number of positive cells alone or in combination with the reaction intensity. RESULTS: Two of the utilized scales yielded prognostic information concerning patients' overall survival (OS), but scores were not independent prognostic factors in the multivariate analysis. On the contrary, two scales based on the combination of cell positivity and reaction intensity had no significant impact on patients' OS, but they were significantly correlated with a greater number of analysed clinicopathological parameters. CONCLUSION: In summary, podoplanin expression in CAFs may be considered a possible marker of poor prognosis in IDC, however, caution should be taken as the results varied regarding the utilized scales.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/mortalidade , Carcinoma Ductal de Mama/mortalidade , Fibroblastos/patologia , Glicoproteínas de Membrana/metabolismo , Células Estromais/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Carcinoma Ductal de Mama/metabolismo , Carcinoma Ductal de Mama/patologia , Feminino , Fibroblastos/metabolismo , Seguimentos , Humanos , Técnicas Imunoenzimáticas , Pessoa de Meia-Idade , Gradação de Tumores , Estadiamento de Neoplasias , Prognóstico , Células Estromais/metabolismo , Taxa de Sobrevida
13.
Curr Stem Cell Res Ther ; 8(1): 60-72, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23270628

RESUMO

Human umbilical cord stroma-derived mesenchymal stem cells (hUCS-MSCs) are considered as a remarkable and promising stem cell source to be potentially used in cellular therapies. While no graft rejection has been reported in the recipient organism even in xeno-transplantation studies, attenuate tumor cell growth and gene transfers have been experimentally shown. In this study, we have demonstrated a reliable, reproducible and efficient cryopreservation method of hUCS-MSCs resulting in one of the highest cell survival rates reported so far. Conventional, computer-controlled multistep slow freezing (MSSF), and vitrification methods were comparatively tested using cell permeable [dimethylsulfoxide (DMSO), ethylene glycol] and impermeable [trehalose, sucrose, hydroxyethyl starch (HES), human serum albumin] cryoprotectant agents (CPAs). After determining the ice nucleation point for each solution, latent heat evolution was suppressed during freezing, followed by a cooling process to -40°C at 1°C/min or 0.3°C/min. The efficiency of the cryopreservation techniques used was determined by cell viability and proliferation assays, the expression of cell surface markers, cytoskeletal proteins and chromosome alignments. The cell survival rate was found to be highest (87 ± 5%) by MSSF with sucrose (0.1 M) +DMSO (10%) at 1°C/min freezing rate. In this group, no significant difference was noted before and after the cryopreservation in cell morphology, cytokeratin, vimentin, and α-smooth muscle actin profiles and the expressions of CD105, CD90, CD73, CD29 and HLA-DR. Second highest cell survival ratio (85 ± 6%) was obtained in DMSO (10%) alone at 1°C/min freezing rate. Interestingly, poor (18 ± 15%) cell survival rates were obtained after vitrification. Cumulatively, results indicated that MSSF favors the other freezing protocols with an addition of sucrose or DMSO alone depending on the freezing rate used.


Assuntos
Bancos de Espécimes Biológicos , Crioprotetores , Células-Tronco Mesenquimais/citologia , Células Estromais/citologia , Cordão Umbilical/citologia , Biomarcadores , Engenharia Celular , Criopreservação , Feminino , Citometria de Fluxo , Humanos , Técnicas Imunoenzimáticas , Células-Tronco Mesenquimais/metabolismo , Células-Tronco Mesenquimais/ultraestrutura , Gravidez , Células Estromais/metabolismo , Células Estromais/ultraestrutura , Cordão Umbilical/metabolismo , Cordão Umbilical/ultraestrutura
14.
PLoS One ; 5(6): e10909, 2010 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-20532221

RESUMO

BACKGROUND: Genotyping platforms such as single nucleotide polymorphism (SNP) arrays are powerful tools to study genomic aberrations in cancer samples. Allele specific information from SNP arrays provides valuable information for interpreting copy number variation (CNV) and allelic imbalance including loss-of-heterozygosity (LOH) beyond that obtained from the total DNA signal available from array comparative genomic hybridization (aCGH) platforms. Several algorithms based on hidden Markov models (HMMs) have been designed to detect copy number changes and copy-neutral LOH making use of the allele information on SNP arrays. However heterogeneity in clinical samples, due to stromal contamination and somatic alterations, complicates analysis and interpretation of these data. METHODS: We have developed MixHMM, a novel hidden Markov model using hidden states based on chromosomal structural aberrations. MixHMM allows CNV detection for copy numbers up to 7 and allows more complete and accurate description of other forms of allelic imbalance, such as increased copy number LOH or imbalanced amplifications. MixHMM also incorporates a novel sample mixing model that allows detection of tumor CNV events in heterogeneous tumor samples, where cancer cells are mixed with a proportion of stromal cells. CONCLUSIONS: We validate MixHMM and demonstrate its advantages with simulated samples, clinical tumor samples and a dilution series of mixed samples. We have shown that the CNVs of cancer cells in a tumor sample contaminated with up to 80% of stromal cells can be detected accurately using Illumina BeadChip and MixHMM. AVAILABILITY: The MixHMM is available as a Python package provided with some other useful tools at http://genecube.med.yale.edu:8080/MixHMM.


Assuntos
Dosagem de Genes , Modelos Genéticos , Neoplasias/genética , Polimorfismo de Nucleotídeo Único , Células Estromais/metabolismo , Humanos , Perda de Heterozigosidade , Cadeias de Markov , Neoplasias/patologia
15.
Mol Cell Endocrinol ; 291(1-2): 33-41, 2008 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-18562087

RESUMO

Several factors participate in regulation of growth and development as well as angiogenesis of the uterus during pregnancy, and hence little is known about the role of hormonal regulation of vascular endothelial growth factor (VEGF)-receptor system expression. This study has examined the effect of insulin-like growth factor-I (IGF-I), relaxin (RLX), oxytocin (OT) and prostaglandin (PG) E(2), on VEGF secretion and VEGF-receptor system mRNA expression in the porcine endometrial stromal cells. IGF-I and RLX were identified as the most effective inducers of VEGF secretion and mRNA expression. Although PGE(2) stimulated VEGF secretion and VEGF164 mRNA expression, OT inhibited both secretion and mRNA expression of VEGF. When tested for VEGF receptors (R), all factors failed to affect their mRNA expression. Media conditioned by stromal cells collected after IGF-I and RLX treatment significantly increased endothelial cell proliferation and this effect was blocked by soluble VEGFR-1. These data suggest that during early pregnancy IGF-I, RLX and PGE(2) can affect VEGF expression in the endometrium and therefore may support uterine and embryo development, implantation and pregnancy.


Assuntos
Dinoprostona/metabolismo , Endométrio/citologia , Fator de Crescimento Insulin-Like I/metabolismo , Ocitocina/metabolismo , Receptores de Fatores de Crescimento do Endotélio Vascular/metabolismo , Relaxina/metabolismo , Células Estromais/metabolismo , Animais , Proliferação de Células , Células Cultivadas , Feminino , Regulação da Expressão Gênica , Gravidez , Receptores de Fatores de Crescimento do Endotélio Vascular/genética , Transdução de Sinais/fisiologia , Células Estromais/citologia , Suínos , Fator A de Crescimento do Endotélio Vascular/genética , Fator A de Crescimento do Endotélio Vascular/metabolismo
16.
Am J Pathol ; 158(6): 1949-54, 2001 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-11395370

RESUMO

Chemoattraction of macrophages and T cells into the normal endometrium and inflammatory sites within endometriotic foci is mediated by chemokine gene expression. mRNA transcripts encoding regulated on activation, normal T-cell-expressed and -secreted (RANTES), a monocyte and T-cell chemokine, were demonstrated in the stroma of normal endometrium and endometriotic implants using in situ mRNA hybridization. Epithelial glands failed to express RANTES mRNA. In histological serial sections, we observed CD68-positive macrophages in the stroma of endometriotic implants adjacent to regions with prominent RANTES mRNA hybridization. In adjacent sections, monoclonal antibodies against tumor necrosis factor (TNF)-alpha showed this cytokine to be localized to stromal and epithelial compartments of the endometriotic implant with weak staining in unaffected ovarian tissue. Subconfluent monolayers of endometriotic stromal cells were tested for RANTES gene expression in situ, but we could only detect RANTES mRNA in isolated stromal cells after treatment with TNF-alpha. No RANTES mRNA was observed in unstimulated stromal cells or TNF-alpha stimulated or unstimulated epithelial cells. The data are consistent with a model in which proinflammatory cytokines (eg, TNF-alpha) induce RANTES gene expression limited to specific cells within endometrial and endometriotic stroma. Production of this chemokine, in turn, stimulates recruitment of CD68-positive macrophages into these tissues.


Assuntos
Quimiocina CCL5/genética , Endometriose/metabolismo , Endométrio/metabolismo , Antígenos CD/análise , Antígenos de Diferenciação Mielomonocítica/análise , Comunicação Autócrina , Células Cultivadas , Quimiocina CCL5/biossíntese , Quimiocina CCL5/imunologia , Células Epiteliais/efeitos dos fármacos , Células Epiteliais/metabolismo , Feminino , Humanos , Imuno-Histoquímica , Hibridização In Situ , Macrófagos/química , Comunicação Parácrina , RNA Mensageiro/biossíntese , Células Estromais/efeitos dos fármacos , Células Estromais/metabolismo , Fator de Necrose Tumoral alfa/farmacologia
17.
Eur J Haematol ; 67(4): 245-51, 2001 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-11860446

RESUMO

OBJECTIVE: To investigate further the cellular defect responsible for impaired granulopoiesis in severe congenital neutropenia (SCN), we have evaluated bone marrow (BM) stem cell reserve and function and BM stromal cell myelopoiesis supporting capacity in two patients with SCN. METHODS: BM primitive stem cells and myeloid progenitor cells were assessed using flow cytometry, limiting dilution assay, clonogenic assays, and long-term BM cultures (LTBMC). BM stroma function was assessed by evaluating the ability of irradiated stromal layers from the patients to induce granulocyte-macrophage colony formation (CFU-GM) by normal CD34+ cells. RESULTS: Compared to the normal controls (n = 37), SCN patients displayed a low percentage of CD34+/CD38+ cells (P < 0.05), low CFU-GM colony formation by highly purified CD34+ cells (P < 0.05), low CFU-GM recovery in LTBMC (P < 0.05), and normal primitive stem cells as indicated by the frequency of CD34+/CD38- cells and the number of long-term culture initiating cells. Patient BM stromal layers exhibited normal myelopoiesis supporting capacity as shown by the CFU-GM content of irradiated LTBMC recharged with normal CD34+ cells. In addition, patient LTBMC supernatants displayed 20-fold normal granulocyte colony stimulating factor and 2-fold normal granulocyte-macrophage colony stimulating factor levels. CONCLUSION: These data show that primitive BM stem cells and stromal cells are not affected in SCN patients, while they support further the concept of a primary defect at the myeloid progenitor cell level. To know the differentiation stage at which the underlying defect causes the malfunction will be relevant for further elucidation of its nature at the molecular level.


Assuntos
Medula Óssea/patologia , Citocinas/metabolismo , Células-Tronco Hematopoéticas/patologia , Neutropenia/congênito , Células Estromais/patologia , Adulto , Diferenciação Celular/efeitos dos fármacos , Divisão Celular/efeitos dos fármacos , Células Cultivadas/efeitos dos fármacos , Técnicas de Cocultura , Ensaio de Unidades Formadoras de Colônias , Meios de Cultivo Condicionados/farmacologia , Feminino , Citometria de Fluxo , Fatores de Crescimento de Células Hematopoéticas/farmacologia , Células-Tronco Hematopoéticas/efeitos dos fármacos , Células-Tronco Hematopoéticas/fisiologia , Humanos , Masculino , Neutropenia/patologia , Células Estromais/metabolismo
18.
Biochim Biophys Acta ; 1472(1-2): 99-106, 1999 Oct 18.
Artigo em Inglês | MEDLINE | ID: mdl-10572930

RESUMO

The pH sensitivity of the swelling of the mammalian corneal stroma was reinvestigated to assess whether or not there were detectable differences in the hydration properties of this collagen-keratocyte matrix within a physiologically relevant range (as opposed to extremes of acid or alkaline pH) and at a physiologically relevant temperature. From recent post-mortem eyes of adult cows, square (8 x 8 mm) samples of corneal stroma were prepared and incubated in an isotonic, buffered (HEPES etc.), mixed salts solution with added glucose at 37 degrees C. The time-dependent changes in wet mass were assessed over 24 h. The rate and magnitude of stromal swelling were different within the range of pH 6.5-8.5. The wet mass of stromal samples increased almost 2-fold within 1 h, and then at lesser rates to realise 3.25-3.75-fold and 4-5-fold increases in wet mass by 9 h and 24 h respectively. The maximum increases were observed at pH 7.25-7.5, with most of the effect being the result of differences in the initial rate of swelling. The discontinuous swelling and the pH effect on the rates of swelling were also evident when the data were fitted to a previous kinetic model (Elliott et al., J. Physiol. (Lond.) 298 (1980) 453-470). It is concluded that pH changes in the physiological range can have a small but reproducible impact on the swelling kinetics of the isolated mammalian corneal stroma ex vivo.


Assuntos
Córnea/metabolismo , Concentração de Íons de Hidrogênio , Células Estromais/metabolismo , Água/metabolismo , Animais , Soluções Tampão , Bovinos , Córnea/citologia , Glucose , Técnicas In Vitro , Masculino
19.
Int J Cancer ; 54(3): 426-34, 1993 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-7685325

RESUMO

We have established an in vitro system for the culture of epithelial cells (ECs) from human uterine endometrium to examine the production of CA 125 and to characterize the CA-125 antigen purified from the conditioned media. CA-125 secretion was higher in heterotopic ECs than in eutopic ECs and it was more significant after heterotopic ECs reached confluence than during the logarithmic growth phase. CA-125 expression was observed mainly in the G0/G1-phase. CA-125 expression on cell membranes did not correlate with the volume of CA 125 released per cell, and there was no amplification of CA-125 expression in heterotopic EC membranes. Treatment of the purified CA-125 antigen with 6 M urea yielded a much lower molecular-mass peak (200 kDa). The results of Western blot indicated the presence of a single polydisperse band of 200 kDa in the conditioned media from eutopic ECs, whereas 2 major CA-125 isoforms of 200 kDa and 110 kDa, as well as 2 minor forms of 100 kDa and 70 kDa, were observed in the conditioned media of the heterotopic ECs. We conclude that, in heterotopic ECs, the 110-kDa CA-125 is more prominent than the 200-kDa antigen, and that the elevation of CA-125 levels in the conditioned media could be attributed to significantly increased release of 110-kDa CA-125 from heterotopic ECs.


Assuntos
Antígenos Glicosídicos Associados a Tumores/biossíntese , Endométrio/metabolismo , Antígenos Glicosídicos Associados a Tumores/imunologia , Antígenos Glicosídicos Associados a Tumores/fisiologia , Ciclo Celular/fisiologia , Células Cultivadas , Meios de Cultura , Endométrio/citologia , Células Epiteliais , Epitélio/imunologia , Epitélio/metabolismo , Epitopos/análise , Feminino , Citometria de Fluxo , Imunofluorescência , Humanos , Imuno-Histoquímica , Peso Molecular , Células Estromais/imunologia , Células Estromais/metabolismo
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