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1.
Sci Rep ; 11(1): 23041, 2021 11 29.
Artigo em Inglês | MEDLINE | ID: mdl-34845273

RESUMO

Tumour progression within the tissue microenvironment is accompanied by complex biomechanical alterations of the extracellular environment. While histopathology images provide robust biochemical markers for tumor progression in clinical settings, a quantitative single cell score using nuclear morphology and chromatin organization integrated with the long range mechanical coupling within the tumor microenvironment is missing. We propose that the spatial chromatin organization in individual nuclei characterises the cell state and their alterations during tumor progression. In this paper, we first built an image analysis pipeline and implemented it to classify nuclei from patient derived breast tissue biopsies of various cancer stages based on their nuclear and chromatin features. Replacing H&E with DNA binding dyes such as Hoescht stained tissue biopsies, we improved the classification accuracy. Using the nuclear morphology and chromatin organization features, we constructed a pseudo-time model to identify the chromatin state changes that occur during tumour progression. This enabled us to build a single-cell mechano-genomic score that characterises the cell state during tumor progression from a normal to a metastatic state. To gain further insights into the alterations in the local tissue microenvironments, we also used the nuclear orientations to identify spatial neighbourhoods that have been posited to drive tumor progression. Collectively, we demonstrate that image-based single cell chromatin and nuclear features are important single cell biomarkers for phenotypic mapping of tumor progression.


Assuntos
Biomarcadores/metabolismo , Núcleo Celular/metabolismo , Cromatina/química , Neoplasias/metabolismo , Biomarcadores Tumorais , Biofísica , Biópsia , Neoplasias da Mama/metabolismo , Colágeno/química , Biologia Computacional , DNA/química , Progressão da Doença , Fibroblastos/metabolismo , Genômica , Humanos , Processamento de Imagem Assistida por Computador , Técnicas In Vitro , Aprendizado de Máquina , Metástase Neoplásica , Fenótipo , Probabilidade , Ligação Proteica , Microambiente Tumoral
2.
Cancer Res ; 78(1): 88-102, 2018 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-29074538

RESUMO

Studies of genomic instability have historically focused on intrinsic mechanisms rather than extrinsic mechanisms based in the tumor microenvironment (TME). TGFß is the most abundantly secreted cytokine in the TME, where it imparts various aggressive characteristics including invasive migration, drug resistance, and epithelial-to-mesenchymal transition (EMT). Here we show that TGFß also promotes genomic instability in the form of DNA double strand breaks (DSB) in cancer cells that lack the tumor suppressor gene RUNX3 Loss of RUNX3 resulted in transcriptional downregulation of the redox regulator heme oxygenase-1 (HO-1 or HMOX1). Consequently, elevated oxidative DNA damage disrupted genomic integrity and triggered cellular senescence, which was accompanied by tumor-promoting inflammatory cytokine expression and acquisition of the senescence-associated secretory phenotype (SASP). Recapitulating the above findings, tumors harboring a TGFß gene expression signature and RUNX3 loss exhibited higher levels of genomic instability. In summary, RUNX3 creates an effective barrier against further TGFß-dependent tumor progression by preventing genomic instability. These data suggest a novel cooperation between cancer cell-extrinsic TGFß signaling and cancer cell-intrinsic RUNX3 inactivation as aggravating factors for genomic instability.Significance: RUNX3 inactivation in cancer removes an antioxidant barrier against DNA double strand breaks induced by TGFß expressed in the tumor microenvironment. Cancer Res; 78(1); 88-102. ©2017 AACR.


Assuntos
Subunidade alfa 3 de Fator de Ligação ao Core/genética , Instabilidade Genômica , Fator de Crescimento Transformador beta/metabolismo , Células A549 , Proteínas Mutadas de Ataxia Telangiectasia/genética , Proteínas Mutadas de Ataxia Telangiectasia/metabolismo , Linhagem Celular Tumoral , Senescência Celular/genética , Subunidade alfa 3 de Fator de Ligação ao Core/metabolismo , Dano ao DNA/efeitos dos fármacos , Regulação para Baixo/efeitos dos fármacos , Transição Epitelial-Mesenquimal , Regulação Neoplásica da Expressão Gênica , Genes p53 , Heme Oxigenase-1/genética , Heme Oxigenase-1/metabolismo , Humanos , Espécies Reativas de Oxigênio/metabolismo , Proteínas Recombinantes/genética , Proteínas Recombinantes/farmacologia , Fator de Crescimento Transformador beta/farmacologia
3.
Biophys J ; 112(9): 1920-1928, 2017 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-28494962

RESUMO

The collective activity of several molecular motors and other active processes generate large forces for directional motion within the cell, which is vital for a multitude of cellular functions such as migration, division, contraction, transport, and positioning of various organelles. These processes also generate a background of fluctuating forces, which influence intracellular dynamics and thereby create unique biophysical signatures, which are altered in many diseases. In this study, we have used the nucleus as a probe particle to understand the microrheological properties of altered intracellular environments by using micropatterning to confine cells in two structurally and functionally extreme geometries. We find that nuclear positional dynamics is sensitive to the cytoskeletal organization by studying the effect of actin polymerization and nuclear rigidity on the diffusive behavior of the nucleus. Taken together, our results suggest that mapping nuclear positional dynamics provides important insights into biophysical properties of the active cytoplasmic medium. These biophysical signatures have the potential to be used as an ultrasensitive single-cell assay for early disease diagnostics.


Assuntos
Núcleo Celular/metabolismo , Forma Celular/fisiologia , Actinas/metabolismo , Animais , Carbocianinas , Simulação por Computador , Meios de Cultura , Citoplasma/metabolismo , Citoesqueleto/metabolismo , Difusão , Fibronectinas , Corantes Fluorescentes , Camundongos , Microscopia Confocal , Modelos Biológicos , Células NIH 3T3 , Polimerização , Reologia , Análise de Célula Única
4.
Biotechnol J ; 11(1): 58-70, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26663861

RESUMO

Although skin grafting is one of the most advanced cell therapy technique, wide application of skin substitutes is hampered by the difficulty in securing sufficient amount of epidermal substitute. Additionally, in understanding the progression of skin aging and disease, and in screening the cosmetic and pharmaceutical products, there is lack of a satisfactory human skin-specific in vitro model. Recently, human embryonic stem cells (hESCs) have been proposed as an unlimited and reliable cell source to obtain almost all cell types present in the human body. This review focuses on the potential off-the-shelf use of hESC-derived keratinocytes for future clinical applications as well as a powerful in vitro skin model to study skin function and integrity, host-pathogen interactions and disease pathogenesis. Furthermore, we discuss the industrial applications of hESC-derived keratinized multi-layer epithelium which provides a human-like test platform for understanding disease pathogenesis, evaluation of new therapeutic modalities and assessment of the safety and efficacy of skin cosmetics and therapeutics. Overall, we conclude that the hESC-derived keratinocytes have great potential for clinical, research and industrial applications.


Assuntos
Células-Tronco Embrionárias Humanas/citologia , Queratinócitos/citologia , Modelos Biológicos , Diferenciação Celular , Interações Hospedeiro-Patógeno , Humanos , Pele/citologia , Engenharia Tecidual
5.
J Invest Dermatol ; 133(3): 618-628, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23235526

RESUMO

Human embryonic stem cells (hESCs)-derived keratinocytes hold great clinical and research potential. However, the current techniques are hampered by the use of xenogenic components that limits their clinical application. Here we demonstrated an efficient differentiation of H9 hESCs (H9-hESCs) into keratinocytes (H9-Kert) with the minimum use of animal-derived materials. For differentiation, we established two microenvironment systems originated from H9-hESCs (autogenic microenvironment). These autogenic microenvironment systems consist of an autogenic coculture system (ACC) and an autogenic feeder-free system (AFF). In addition, we showed a stage-specific effect of Activin in promoting keratinocyte differentiation from H9-hESCs while repressing the expression of early neural markers in the ACC system. Furthermore, we also explained the effect of Activin in construction of the AFF system made up of extracellular matrix similar to basement membrane extracted from H9-hESC-derived fibroblasts. H9-Kert differentiated in both systems expressed keratinocyte markers at mRNA and protein levels. H9-Kert were also able to undergo terminal differentiation in high Ca(2+) medium. These findings support the transition toward the establishment of an animal-free microenvironment for successful differentiation of hESCs into keratinocytes for potential clinical application.


Assuntos
Diferenciação Celular/fisiologia , Células-Tronco Embrionárias/citologia , Queratinócitos/citologia , Nicho de Células-Tronco , Ativinas/farmacologia , Cálcio/farmacologia , Diferenciação Celular/efeitos dos fármacos , Linhagem Celular , Técnicas de Cocultura , Meios de Cultivo Condicionados/farmacologia , Células-Tronco Embrionárias/efeitos dos fármacos , Células-Tronco Embrionárias/fisiologia , Humanos , Queratinócitos/efeitos dos fármacos , Queratinócitos/fisiologia , Tretinoína/farmacologia
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