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1.
BMC Bioinformatics ; 23(1): 546, 2022 Dec 17.
Artigo em Inglês | MEDLINE | ID: mdl-36526955

RESUMO

BACKGROUND: The human protein atlas (HPA) is an online database containing large sets of protein expression data in normal and cancerous tissues in image form from immunohistochemically (IHC) stained tissue microarrays. In these, the tissue architecture is preserved and thus provides information on the spatial distribution and localization of protein expression at the cellular and extracellular levels. The database is freely available online through the HPA website but currently without support for large-scale screening and analysis of the images in the database. Features like spatial information are typically lacking in gene expression datasets from homogenized tissues or single-cell analysis. To enable high throughput analysis of the HPA database, we developed the AtlasGrabber software. It is available freely under an open-source license. Based on a predefined gene list, the software fetches the images from the database and displays them for the user. Several filters for specific antibodies or images enable the user to customize her/his image analysis. Up to four images can be displayed simultaneously, which allows for the comparison of protein expression between different tissues and between normal and cancerous tissues. An additional feature is the XML parser that allows the extraction of a list of available antibodies, images, and genes for specific tissues or cancer types from the HPA's database file. RESULTS: Compared to existing software designed for a similar purpose, ours provide more functionality and is easier to use. To demonstrate the software's usability, we identified six new markers of basal cells of the prostate. A comparison to prostate cancer showed that five of them are absent in prostate cancer. CONCLUSIONS: The HPA is a uniquely valuable database. By facilitating its usefulness with the AtlasGrabber, we enable researchers to exploit its full capacity. The loss of basal cell markers is diagnostic for prostate cancer and can help refine the histopathological diagnosis of prostate cancer. As proof of concept, with the AtlasGrabber we identified five new potential biomarkers specific for prostate basal cells which are lost in prostate cancer and thus can be used for prostate cancer diagnostics.


Assuntos
Neoplasias da Próstata , Software , Humanos , Masculino , Imuno-Histoquímica , Bases de Dados de Proteínas , Proteômica/métodos , Neoplasias da Próstata/genética
2.
Lung Cancer ; 166: 132-134, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35276629

RESUMO

BACKGROUND: Asian patients with metastatic non-small cell lung cancer (NSCLC) have a higher prevalence of epidermal growth factor receptor (EGFR) mutations compared to Caucasians, 30-50% and 15%, respectively. Osimertinib is a tyrosine kinase inhibitor approved as first-line therapy in patients with metastatic NSCLC harboring exon 19 or exon 21 EGFR mutations. CASE PRESENTATION: We report a 68-year-old treatment-naïve Asian male patient with metastatic NSCLC harboring an exon 19 deletion mutation of EGFR treated with osimertinib. The patient developed an osimertinib-induced syndrome of inappropriate secretion of antidiuretic hormone (SIADH) after approximately two months of therapy. Following fluid restriction and osimertinib discontinuation, the hyponatremia improved significantly within one week. The patient was started on second-line erlotinib without any signs of hyponatremia after treatment initiation. CONCLUSION: There is a lack of published data from randomized prospective clinical trials of osimertinib-induced SIADH in metastatic NSCLC. Further studies to evaluate the potential underlying mechanisms are warranted.


Assuntos
Adenocarcinoma de Pulmão , Carcinoma Pulmonar de Células não Pequenas , Hiponatremia , Síndrome de Secreção Inadequada de HAD , Neoplasias Pulmonares , Acrilamidas , Adenocarcinoma de Pulmão/tratamento farmacológico , Adenocarcinoma de Pulmão/genética , Idoso , Compostos de Anilina/efeitos adversos , Carcinoma Pulmonar de Células não Pequenas/patologia , Receptores ErbB/genética , Humanos , Hiponatremia/diagnóstico , Hiponatremia/tratamento farmacológico , Hiponatremia/etiologia , Síndrome de Secreção Inadequada de HAD/diagnóstico , Síndrome de Secreção Inadequada de HAD/tratamento farmacológico , Síndrome de Secreção Inadequada de HAD/etiologia , Neoplasias Pulmonares/patologia , Masculino , Mutação , Oncogenes , Estudos Prospectivos , Inibidores de Proteínas Quinases/efeitos adversos
3.
Neoplasia ; 23(12): 1300-1306, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34798385

RESUMO

INTRODUCTION: Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive solid tumors. Based on transcriptomic classifiers, basal-like and classical PDAC subtypes have been defined that differ in prognosis. Cells of both subtypes can coexist in individual tumors; however, the contribution of either clonal heterogeneity or microenvironmental cues to subtype heterogeneity is unclear. Here, we report the spatial tumor phenotype dynamics in a cohort of patients in whom PDAC infiltrated the duodenal wall, and identify the duodenal epithelium as a distinct PDAC microniche. MATERIALS AND METHODS: We used serial multiplex quantitative immunohistochemistry (smq-IHC) for 24 proteins to phenotypically chart PDAC tumor cells in patients whose tumors infiltrated the duodenal epithelium. Additionally, we used a genetically engineered mouse model to study the PDAC cell phenotype in the small intestinal epithelium in a controlled genetic background. RESULT: We show that pancreatic cancer cells revert to non-destructive growth upon integration into the duodenal epithelium, where they adopt traits of intestinal cell differentiation, associated with phenotypical stabilization of the classical subtype. The integrated tumor cells replace epithelial cells in an adenoma-like manner, as opposed to invasive growth in the submucosa. Finally, we show that this phenomenon is shared between species, by confirming duodenal integration and phenotypic switching in a genetic PDAC mouse model. DISCUSSION: Our results identify the duodenal epithelium as a distinct PDAC microniche and tightly link microenvironmental cue to cancer transcriptional subtypes. The phenomenon of "intestinal mimicry" provides a unique opportunity for the systematic investigation of microenvironmental influences on pancreatic cancer plasticity.


Assuntos
Carcinoma Ductal Pancreático/patologia , Duodeno/patologia , Mucosa Intestinal/patologia , Neoplasias Pancreáticas/patologia , Microambiente Tumoral , Idoso , Idoso de 80 Anos ou mais , Animais , Feminino , Humanos , Masculino , Camundongos , Pessoa de Meia-Idade , Fenótipo
4.
Proc Natl Acad Sci U S A ; 114(8): E1413-E1421, 2017 02 21.
Artigo em Inglês | MEDLINE | ID: mdl-28174275

RESUMO

Fibroblasts are a main player in the tumor-inhibitory microenvironment. Upon tumor initiation and progression, fibroblasts can lose their tumor-inhibitory capacity and promote tumor growth. The molecular mechanisms that underlie this switch have not been defined completely. Previously, we identified four proteins overexpressed in cancer-associated fibroblasts and linked to Rho GTPase signaling. Here, we show that knocking out the Ras homolog family member A (RhoA) gene in normal fibroblasts decreased their tumor-inhibitory capacity, as judged by neighbor suppression in vitro and accompanied by promotion of tumor growth in vivo. This also induced PC3 cancer cell motility and increased colony size in 2D cultures. RhoA knockout in fibroblasts induced vimentin intermediate filament reorganization, accompanied by reduced contractile force and increased stiffness of cells. There was also loss of wide F-actin stress fibers and large focal adhesions. In addition, we observed a significant loss of α-smooth muscle actin, which indicates a difference between RhoA knockout fibroblasts and classic cancer-associated fibroblasts. In 3D collagen matrix, RhoA knockout reduced fibroblast branching and meshwork formation and resulted in more compactly clustered tumor-cell colonies in coculture with PC3 cells, which might boost tumor stem-like properties. Coculturing RhoA knockout fibroblasts and PC3 cells induced expression of proinflammatory genes in both. Inflammatory mediators may induce tumor cell stemness. Network enrichment analysis of transcriptomic changes, however, revealed that the Rho signaling pathway per se was significantly triggered only after coculturing with tumor cells. Taken together, our findings in vivo and in vitro indicate that Rho signaling governs the inhibitory effects by fibroblasts on tumor-cell growth.


Assuntos
Fibroblastos Associados a Câncer/metabolismo , Proliferação de Células/fisiologia , Neoplasias/metabolismo , Proteína rhoA de Ligação ao GTP/metabolismo , Actinas/metabolismo , Animais , Linhagem Celular Tumoral , Movimento Celular/fisiologia , Células Cultivadas , Colágeno/metabolismo , Feminino , Adesões Focais/metabolismo , Células HEK293 , Humanos , Camundongos , Camundongos SCID , Transdução de Sinais/fisiologia , Fibras de Estresse/metabolismo , Quinases Associadas a rho/metabolismo
6.
PLoS One ; 11(11): e0166067, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27829047

RESUMO

BACKGROUND & AIMS: Adenocarcinomas of the pancreatobiliary system are currently classified by their primary anatomical location. In particular, the pathological diagnosis of intrahepatic cholangiocarcinoma is still considered as a diagnosis of exclusion of metastatic adenocarcinoma. Periampullary cancers have been previously classified according to the histological type of differentiation (pancreatobiliary, intestinal), but overlapping morphological features hinder their differential diagnosis. We performed an integrative immunohistochemical analysis of pancreato-biliary tumors to improve their diagnosis and prediction of outcome. METHODS: This was a retrospective observational cohort study on patients with adenocarcinoma of the pancreatobiliary system who underwent diagnostic core needle biopsy or surgical resection at a tertiary referral center. 409 tumor samples were analyzed with up to 27 conventional antibodies used in diagnostic pathology. Immunohistochemical scoring system was the percentage of stained tumor cells. Bioinformatic analysis, internal validation, and survival analysis were performed. RESULTS: Hierarchical clustering and differential expression analysis identified three immunohistochemical tumor types (extrahepatic pancreatobiliary, intestinal, and intrahepatic cholangiocarcinoma) and the discriminant markers between them. Among patients who underwent surgical resection of their primary tumor with curative intent, the intestinal type showed an adjusted hazard ratio of 0.19 for overall survival (95% confidence interval 0.05-0.72; p value = 0.014) compared to the extrahepatic pancreatobiliary type. CONCLUSIONS: Integrative immunohistochemical classification of adenocarcinomas of the pancreatobiliary system results in a characteristic immunohistochemical profile for intrahepatic cholangiocarcinoma and intestinal type adenocarcinoma, which helps in distinguishing them from metastatic and pancreatobiliary type adenocarcinoma, respectively. A diagnostic immunohistochemical panel and additional extended panels of discriminant markers are proposed as guidance for their pathological diagnosis.


Assuntos
Adenocarcinoma/diagnóstico , Neoplasias do Sistema Biliar/diagnóstico , Imuno-Histoquímica/métodos , Neoplasias Pancreáticas/diagnóstico , Adenocarcinoma/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias do Sistema Biliar/metabolismo , Biomarcadores Tumorais/metabolismo , Colangiocarcinoma/diagnóstico , Colangiocarcinoma/metabolismo , Diagnóstico Diferencial , Feminino , Humanos , Imuno-Histoquímica/estatística & dados numéricos , Neoplasias Intestinais/diagnóstico , Neoplasias Intestinais/metabolismo , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Neoplasias Pancreáticas/metabolismo , Análise de Componente Principal , Prognóstico , Modelos de Riscos Proporcionais , Reprodutibilidade dos Testes , Estudos Retrospectivos , Sensibilidade e Especificidade
7.
Cancer Med ; 3(3): 485-91, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24634138

RESUMO

Decorin is a small leucine-rich proteoglycan, synthesized and deposited by fibroblasts in the stroma where it binds to collagen I. It sequesters several growth factors and antagonizes numerous members of the receptor tyrosine kinase family. In experimental murine systems, it acted as a potent tumor suppressor. Examining the Human Protein Atlas online database of immunostained tissue samples we have surveyed decorin expression in silico in several different tumor types, comparing them with corresponding normal tissues. We found that decorin is abundantly secreted and deposited in normal connective tissue but its expression is consistently decreased in the tumor microenvironment. We developed a software to quantitate the difference in expression. The presence of two closely related proteoglycans in the newly formed tumor stroma indicated that the decreased decorin expression was not caused by the delay in proteoglycan deposition in the newly formed connective tissue surrounding the tumor.


Assuntos
Decorina/biossíntese , Regulação Neoplásica da Expressão Gênica , Neoplasias/genética , Microambiente Tumoral/genética , Animais , Simulação por Computador , Humanos , Camundongos , Neoplasias/patologia , RNA Mensageiro/biossíntese , Software
8.
Int J Cancer ; 133(2): 286-93, 2013 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-23319410

RESUMO

Increasing evidence indicates the importance of the tumor microenvironment, in particular cancer-associated fibroblasts, in cancer development and progression. In our study, we developed a novel, visually based method to identify new immunohistochemical signatures of these fibroblasts. The method employed a protein list based on 759 protein products of genes identified by RNA profiling from our previous study, comparing fibroblasts with differential growth-modulating effect on human cancers cells, and their first neighbors in the human protein interactome. These 2,654 proteins were analyzed in the Human Protein Atlas online database by comparing their immunohistochemical expression patterns in normal versus tumor-associated fibroblasts. Twelve new proteins differentially expressed in cancer-associated fibroblasts were identified (DLG1, BHLHE40, ROCK2, RAB31, AZI2, PKM2, ARHGAP31, ARHGAP26, ITCH, EGLN1, RNF19A and PLOD2), four of them can be connected to the Rho kinase signaling pathway. They were further analyzed in several additional tumor stromata and revealed that the majority showed congruence among the different tumors. Many of them were also positive in normal myofibroblast-like cells. The new signatures can be useful in immunohistochemical analysis of different tumor stromata and may also give us an insight into the pathways activated in them in their true in vivo context. The method itself could be used for other similar analysis to identify proteins expressed in other cell types in tumors and their surrounding microenvironment.


Assuntos
Fibroblastos/metabolismo , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Neoplasias/metabolismo , Quinases Associadas a rho/metabolismo , Linhagem Celular Tumoral , Bases de Dados de Proteínas , Fibroblastos/patologia , Humanos , Neoplasias/patologia , Fenótipo , Transdução de Sinais
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