RESUMEN
Single-cell technologies have described heterogeneity across tissues, but the spatial distribution and forces that drive single-cell phenotypes have not been well defined. Combining single-cell RNA and protein analytics in studying the role of stromal cancer-associated fibroblasts (CAFs) in modulating heterogeneity in pancreatic cancer (pancreatic ductal adenocarcinoma [PDAC]) model systems, we have identified significant single-cell population shifts toward invasive epithelial-to-mesenchymal transition (EMT) and proliferative (PRO) phenotypes linked with mitogen-activated protein kinase (MAPK) and signal transducer and activator of transcription 3 (STAT3) signaling. Using high-content digital imaging of RNA in situ hybridization in 195 PDAC tumors, we quantified these EMT and PRO subpopulations in 319,626 individual cancer cells that can be classified within the context of distinct tumor gland "units." Tumor gland typing provided an additional layer of intratumoral heterogeneity that was associated with differences in stromal abundance and clinical outcomes. This demonstrates the impact of the stroma in shaping tumor architecture by altering inherent patterns of tumor glands in human PDAC.
Asunto(s)
Fibroblastos Asociados al Cáncer/metabolismo , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patología , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patología , Microambiente Tumoral , Animales , Proliferación Celular , Técnicas de Cocultivo , Transición Epitelial-Mesenquimal , Femenino , Células HEK293 , Xenoinjertos , Humanos , Ratones , Ratones Endogámicos NOD , Ratones SCID , Proteínas Quinasas Activadas por Mitógenos/metabolismo , RNA-Seq , Factor de Transcripción STAT3/metabolismo , Células del Estroma/metabolismo , TransfecciónRESUMEN
Circulating tumour cells in women with advanced oestrogen-receptor (ER)-positive/human epidermal growth factor receptor 2 (HER2)-negative breast cancer acquire a HER2-positive subpopulation after multiple courses of therapy. In contrast to HER2-amplified primary breast cancer, which is highly sensitive to HER2-targeted therapy, the clinical significance of acquired HER2 heterogeneity during the evolution of metastatic breast cancer is unknown. Here we analyse circulating tumour cells from 19 women with ER+/HER2- primary tumours, 84% of whom had acquired circulating tumour cells expressing HER2. Cultured circulating tumour cells maintain discrete HER2+ and HER2- subpopulations: HER2+ circulating tumour cells are more proliferative but not addicted to HER2, consistent with activation of multiple signalling pathways; HER2- circulating tumour cells show activation of Notch and DNA damage pathways, exhibiting resistance to cytotoxic chemotherapy, but sensitivity to Notch inhibition. HER2+ and HER2- circulating tumour cells interconvert spontaneously, with cells of one phenotype producing daughters of the opposite within four cell doublings. Although HER2+ and HER2- circulating tumour cells have comparable tumour initiating potential, differential proliferation favours the HER2+ state, while oxidative stress or cytotoxic chemotherapy enhances transition to the HER2- phenotype. Simultaneous treatment with paclitaxel and Notch inhibitors achieves sustained suppression of tumorigenesis in orthotopic circulating tumour cell-derived tumour models. Together, these results point to distinct yet interconverting phenotypes within patient-derived circulating tumour cells, contributing to progression of breast cancer and acquisition of drug resistance.
Asunto(s)
Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patología , Receptor ErbB-2/metabolismo , Neoplasias de la Mama/tratamiento farmacológico , Línea Celular Tumoral , Proliferación Celular , Resistencia a Antineoplásicos , Femenino , Humanos , Células Neoplásicas Circulantes/efectos de los fármacos , Fenotipo , Receptor ErbB-2/deficiencia , Receptor Notch1/antagonistas & inhibidores , Receptor Notch1/metabolismo , Transducción de SeñalRESUMEN
Metastasis-competent circulating tumour cells (CTCs) experience oxidative stress in the bloodstream, but their survival mechanisms are not well defined. Here, comparing single-cell RNA-Seq profiles of CTCs from breast, prostate and lung cancers, we observe consistent induction of ß-globin (HBB), but not its partner α-globin (HBA). The tumour-specific origin of HBB is confirmed by sequence polymorphisms within human xenograft-derived CTCs in mouse models. Increased intracellular reactive oxygen species (ROS) in cultured breast CTCs triggers HBB induction, mediated through the transcriptional regulator KLF4. Depletion of HBB in CTC-derived cultures has minimal effects on primary tumour growth, but it greatly increases apoptosis following ROS exposure, and dramatically reduces CTC-derived lung metastases. These effects are reversed by the anti-oxidant N-Acetyl Cysteine. Conversely, overexpression of HBB is sufficient to suppress intracellular ROS within CTCs. Altogether, these observations suggest that ß-globin is selectively deregulated in cancer cells, mediating a cytoprotective effect during blood-borne metastasis.
Asunto(s)
Regulación Neoplásica de la Expresión Génica , Neoplasias/sangre , Neoplasias/genética , Globinas beta/genética , Animales , Antioxidantes/metabolismo , Apoptosis/genética , Línea Celular Tumoral , Supervivencia Celular/genética , Citoprotección/genética , Humanos , Factor 4 Similar a Kruppel , Factores de Transcripción de Tipo Kruppel/metabolismo , Masculino , Ratones , Neoplasias/patología , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patología , Especies Reactivas de Oxígeno/metabolismo , Estrés Fisiológico , Regulación hacia Arriba/genética , Globinas beta/metabolismoRESUMEN
Ergothioneine is a histidine thio-derivative isolated in 1909. In ergothioneine biosynthesis, the combination of a mononuclear non-heme iron enzyme catalyzed oxidative C-S bond formation reaction and a PLP-mediated C-S lyase (EgtE) reaction results in a net sulfur transfer from cysteine to histidine side-chain. This demonstrates a new sulfur transfer strategy in the biosynthesis of sulfur-containing natural products. Due to difficulties associated with the overexpression of Mycobacterium smegmatis EgtE protein, the proposed EgtE functionality remained to be verified biochemically. In this study, we have successfully overexpressed and purified M. smegmatis EgtE enzyme and evaluated its activities under different in vitro conditions: C-S lyase reaction using either thioether or sulfoxide as a substrate in the presence or absence of reductants. Results from our biochemical characterizations support the assignment of sulfoxide 4 as the native EgtE substrate and the involvement of a sulfenic acid intermediate in the ergothioneine C-S lyase reaction.
Asunto(s)
Ergotioneína/biosíntesis , Liasas/metabolismo , Ácidos Sulfénicos/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Ergotioneína/química , Escherichia coli/metabolismo , Liasas/genética , Espectroscopía de Resonancia Magnética , Mycobacterium smegmatis/enzimología , Proteínas Recombinantes/biosíntesis , Proteínas Recombinantes/química , Proteínas Recombinantes/aislamiento & purificación , Ácidos Sulfénicos/químicaRESUMEN
UNLABELLED: Epithelial-to-mesenchymal transition (EMT) has been implicated in models of tumor cell migration, invasion, and metastasis. In a search for candidate therapeutic targets to reverse this process, nontumorigenic MCF10A breast epithelial cells were infected with an arrayed lentiviral kinome shRNA library and screened for either suppression or enhancement of a 26-gene EMT RNA signature. No individual kinase gene knockdown was sufficient to induce EMT. In contrast, grouped epithelial markers were induced by knockdown of multiple kinases, including mitogen activated protein kinase 7 (MAPK7). In breast cancer cells, suppression of MAPK7 increased E-cadherin (CDH1) expression and inhibited cell migration. In an orthotopic mouse model, MAPK7 suppression reduced the generation of circulating tumor cells and the appearance of lung metastases. Together, these observations raise the possibility that targeting kinases that maintain mesenchymal cell properties in cancer cells, such as MAPK7, may lessen tumor invasiveness. IMPLICATIONS: Suppression of MAPK7 induces epithelial markers, reduces generation of circulating tumor cells and appearance of lung metastases.
Asunto(s)
Neoplasias de la Mama/enzimología , Neoplasias de la Mama/patología , Proteína Quinasa 7 Activada por Mitógenos/metabolismo , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patología , Animales , Antígenos CD , Neoplasias de la Mama/sangre , Cadherinas/biosíntesis , Cadherinas/genética , Línea Celular Tumoral , Transición Epitelial-Mesenquimal/genética , Femenino , Técnicas de Silenciamiento del Gen , Humanos , Ratones , Ratones Endogámicos NOD , Proteína Quinasa 7 Activada por Mitógenos/genética , ARN Interferente Pequeño/genética , ARN Interferente Pequeño/metabolismo , TranscriptomaRESUMEN
Prostate cancer is initially responsive to androgen deprivation, but the effectiveness of androgen receptor (AR) inhibitors in recurrent disease is variable. Biopsy of bone metastases is challenging; hence, sampling circulating tumor cells (CTCs) may reveal drug-resistance mechanisms. We established single-cell RNA-sequencing (RNA-Seq) profiles of 77 intact CTCs isolated from 13 patients (mean six CTCs per patient), by using microfluidic enrichment. Single CTCs from each individual display considerable heterogeneity, including expression of AR gene mutations and splicing variants. Retrospective analysis of CTCs from patients progressing under treatment with an AR inhibitor, compared with untreated cases, indicates activation of noncanonical Wnt signaling (P = 0.0064). Ectopic expression of Wnt5a in prostate cancer cells attenuates the antiproliferative effect of AR inhibition, whereas its suppression in drug-resistant cells restores partial sensitivity, a correlation also evident in an established mouse model. Thus, single-cell analysis of prostate CTCs reveals heterogeneity in signaling pathways that could contribute to treatment failure.
Asunto(s)
Antagonistas de Andrógenos/uso terapéutico , Resistencia a Antineoplásicos/genética , Células Neoplásicas Circulantes/metabolismo , Feniltiohidantoína/análogos & derivados , Neoplasias de la Próstata/tratamiento farmacológico , Neoplasias de la Próstata/patología , Receptores Androgénicos/genética , Proteínas Wnt/metabolismo , Antagonistas de Andrógenos/farmacología , Animales , Benzamidas , Línea Celular Tumoral , Humanos , Masculino , Ratones , Células Neoplásicas Circulantes/efectos de los fármacos , Nitrilos , Feniltiohidantoína/farmacología , Feniltiohidantoína/uso terapéutico , Próstata/efectos de los fármacos , Próstata/metabolismo , Próstata/patología , Proteínas Proto-Oncogénicas/genética , Proteínas Proto-Oncogénicas/metabolismo , Empalme del ARN , Análisis de Secuencia de ARN/métodos , Transducción de Señal , Análisis de la Célula Individual/métodos , Transcriptoma , Proteínas Wnt/genética , Proteína Wnt-5a , Ensayos Antitumor por Modelo de XenoinjertoRESUMEN
Modeling the hematogenous spread of cancer cells to distant organs poses one of the greatest challenges in the study of human metastasis. Both tumor cell-intrinsic properties as well as interactions with reactive stromal cells contribute to this process, but identification of relevant stromal signals has been hampered by the lack of models allowing characterization of the metastatic niche. Here, we describe an implantable bioengineered scaffold, amenable to in vivo imaging, ex vivo manipulation, and serial transplantation for the continuous study of human metastasis in mice. Orthotopic or systemic inoculation of tagged human cancer cells into the mouse leads to the release of circulating tumor cells into the vasculature, which seed the scaffold, initiating a metastatic tumor focus. Mouse stromal cells can be readily recovered and profiled, revealing differential expression of cytokines, such as IL1ß, from tumor-bearing versus unseeded scaffolds. Finally, this platform can be used to test the effect of drugs on suppressing initiation of metastatic lesions. This generalizable model to study cancer metastasis may thus identify key stromal-derived factors with important implications for basic and translational cancer research.
Asunto(s)
Metástasis de la Neoplasia , Trasplante de Neoplasias , Neoplasias/tratamiento farmacológico , Células del Estroma/metabolismo , Animales , Ingeniería Biomédica/métodos , Humanos , Interleucina-1beta/biosíntesis , Ratones , Neoplasias/patología , Células del Estroma/patología , Andamios del TejidoRESUMEN
Circulating tumor cells (CTCs) are present at low concentrations in the peripheral blood of patients with solid tumors. It has been proposed that the isolation, ex vivo culture, and characterization of CTCs may provide an opportunity to noninvasively monitor the changing patterns of drug susceptibility in individual patients as their tumors acquire new mutations. In a proof-of-concept study, we established CTC cultures from six patients with estrogen receptor-positive breast cancer. Three of five CTC lines tested were tumorigenic in mice. Genome sequencing of the CTC lines revealed preexisting mutations in the PIK3CA gene and newly acquired mutations in the estrogen receptor gene (ESR1), PIK3CA gene, and fibroblast growth factor receptor gene (FGFR2), among others. Drug sensitivity testing of CTC lines with multiple mutations revealed potential new therapeutic targets. With optimization of CTC culture conditions, this strategy may help identify the best therapies for individual cancer patients over the course of their disease.
Asunto(s)
Antineoplásicos/farmacología , Neoplasias de la Mama/tratamiento farmacológico , Resistencia a Antineoplásicos/genética , Terapia Molecular Dirigida , Células Neoplásicas Circulantes/efectos de los fármacos , Animales , Antineoplásicos/uso terapéutico , Neoplasias de la Mama/genética , Técnicas de Cultivo de Célula , Separación Celular , Fosfatidilinositol 3-Quinasa Clase I , Cultura , Ensayos de Selección de Medicamentos Antitumorales/métodos , Receptor alfa de Estrógeno/genética , Femenino , Frecuencia de los Genes , Humanos , Ratones , Microfluídica/métodos , Mutación , Células Neoplásicas Circulantes/metabolismo , Fosfatidilinositol 3-Quinasas/genética , Análisis de Secuencia de ADN , Células Tumorales Cultivadas , Ensayos Antitumor por Modelo de XenoinjertoRESUMEN
Epithelial-mesenchymal transition (EMT) is thought to contribute to cancer metastasis, but its underlying mechanisms are not well understood. To define early steps in this cellular transformation, we analyzed human mammary epithelial cells with tightly regulated expression of Snail-1, a master regulator of EMT. After Snail-1 induction, epithelial markers were repressed within 6 hr, and mesenchymal genes were induced at 24 hr. Snail-1 binding to its target promoters was transient (6-48 hr) despite continued protein expression, and it was followed by both transient and long-lasting chromatin changes. Pharmacological inhibition of selected histone acetylation and demethylation pathways suppressed the induction as well as the maintenance of Snail-1-mediated EMT. Thus, EMT involves an epigenetic switch that may be prevented or reversed with the use of small-molecule inhibitors of chromatin modifiers.