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1.
Int J Mol Sci ; 25(11)2024 May 28.
Artículo en Inglés | MEDLINE | ID: mdl-38892065

RESUMEN

Hormone receptor-positive and HER2-negative breast cancer (HR+/HER2-BC) is the most common type with a favorable prognosis under endocrine therapy. However, it still demonstrates unpredictable progression and recurrences influenced by high tumoral diversity and microenvironmental status. To address these heterogeneous molecular characteristics of HR+/HER2-BC, we aimed to simultaneously characterize its transcriptomic landscape and genetic architecture at the same resolution. Using advanced single-cell RNA and DNA sequencing techniques together, we defined four distinct tumor subtypes. Notably, the migratory tumor subtype was closely linked to genomic alterations of EGFR, related to the tumor-promoting behavior of IL6-positive inflammatory tumor-associated fibroblast, and contributing to poor prognosis. Our study comprehensively utilizes integrated analysis to uncover the complex dynamics of this breast cancer subtype, highlighting the pivotal role of the migratory tumor subtype in influencing surrounding cells. This sheds light on potential therapeutic targets by offering enhanced insights for HR+/HER2-BC treatment.


Asunto(s)
Neoplasias de la Mama , Fibroblastos Asociados al Cáncer , Movimiento Celular , Receptor ErbB-2 , Humanos , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Neoplasias de la Mama/genética , Femenino , Fibroblastos Asociados al Cáncer/metabolismo , Fibroblastos Asociados al Cáncer/patología , Receptor ErbB-2/metabolismo , Receptor ErbB-2/genética , Regulación Neoplásica de la Expresión Génica , Receptores de Estrógenos/metabolismo , Receptores de Estrógenos/genética , Microambiente Tumoral , Línea Celular Tumoral , Receptores de Progesterona/metabolismo , Receptores de Progesterona/genética , Pronóstico , Receptores ErbB/metabolismo , Receptores ErbB/genética , Análisis de la Célula Individual
2.
Adv Sci (Weinh) ; 10(20): e2301787, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37170679

RESUMEN

Axis formation and related spatial patterning are initiated by symmetry breaking during development. A geometrically confined culture of human pluripotent stem cells (hPSCs) mimics symmetry breaking and cell patterning. Using this, polarized spinal cord organoids (pSCOs) with a self-organized dorsoventral (DV) organization are generated. The application of caudalization signals promoted regionalized cell differentiation along the radial axis and protrusion morphogenesis in confined hPSC colonies. These detached colonies grew into extended spinal cord-like organoids, which established self-ordered DV patterning along the long axis through the spontaneous expression of polarized DV patterning morphogens. The proportions of dorsal/ventral domains in the pSCOs can be controlled by the changes in the initial size of micropatterns, which altered the ratio of center-edge cells in 2D. In mature pSCOs, highly synchronized neural activity is separately detected in the dorsal and ventral side, indicating functional as well as structural patterning established in the organoids. This study provides a simple and precisely controllable method to generate spatially ordered organoids for the understanding of the biological principles of cell patterning and axis formation during neural development.


Asunto(s)
Tipificación del Cuerpo , Células Madre Pluripotentes , Humanos , Médula Espinal , Morfogénesis , Organoides
4.
Front Cell Infect Microbiol ; 12: 909218, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35899045

RESUMEN

Background: Despite the use of vaccines and therapeutics against the coronavirus disease 2019 (COVID-19) pandemic, this severe disease has been a critical burden on public health, whereas the pathogenic mechanism remains elusive. Recently, accumulating evidence underscores the potential role of the aberrant B-cell response and humoral immunity in disease progression, especially in high-risk groups. Methods: Using single-cell RNA (scRNA) sequencing analysis, we investigated transcriptional features of B-cell population in peripheral blood from COVID-19 patients and compared them, according to clinical severity and disease course, against a public B-cell dataset. Results: We confirmed that acute B cells differentiate into plasma cells, particularly in severe patients, potentially through enhanced extrafollicular (EF) differentiation. In severe groups, the elevated plasma B-cell response displayed increased B-cell receptor (BCR) diversity, as well as higher levels of anti-severe acute respiratory syndrome coronavirus 2 (anti-SARS-CoV-2) spike antibodies in plasma, than those in moderate cases, suggesting more robust and heterogeneous plasma cell response in severe COVID-19 patients. Trajectory analysis identified a differentiation pathway for the EF B-cell response from active naïve to atypical memory B cells (AM2), in addition to the emergence of an aberrant plasma cell subset (PC2), which was associated with COVID-19 progression and severity. The AM2 and PC2 subsets surged in the acute phase of the severe disease and presented multiple inflammatory features, including higher cytokine expression and humoral effector function, respectively. These features differ from other B-cell subsets, suggesting a pathogenic potential for disease progression. Conclusion: The acute surge of AM2 and PC2 subsets with lower somatic hypermutation and higher inflammatory features may be driven by the EF B-cell response during the acute phase of severe COVID-19 and may represent one of the critical drivers in disease severity.


Asunto(s)
Subgrupos de Linfocitos B , COVID-19 , Anticuerpos Antivirales , Progresión de la Enfermedad , Humanos , Pandemias
5.
Cancer Res Treat ; 54(1): 40-53, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34044476

RESUMEN

PURPOSE: We investigated the feasibility of using an anatomically localized, target-enriched liquid biopsy (TLB) in mouse models of lung cancer. MATERIALS AND METHODS: After irradiating xenograft mouse with human lung cancer cell lines, H1299 (NRAS proto-oncogene, GTPase [NRAS] Q61K) and HCC827 (epidermal growth factor receptor [EGFR] E746-750del), circulating (cell-free) tumor DNA (ctDNA) levels were monitored with quantitative polymerase chain reaction on human long interspersed nuclear element-1 and cell line-specific mutations. We checked dose-dependency at 6, 12, or 18 Gy to each tumor-bearing mouse leg using 6-MV photon beams. We also analyzed ctDNA of lung cancer patients by LiquidSCAN, a targeted deep sequencing to validated the clinical performances of TLB method. RESULTS: Irradiation could enhance the detection sensitivity of NRAS Q61K in the plasma sample of H1299-xenograft mouse to 4.5- fold. While cell-free DNA (cfDNA) level was not changed at 6 Gy, ctDNA level was increased upon irradiation. Using double-xenograft mouse with H1299 and HCC827, ctDNA polymerase chain reaction analysis with local irradiation in each region could specify mutation type matched to transplanted cell types, proposing an anatomically localized, TLB. Furthermore, when we performed targeted deep sequencing of cfDNA to monitor ctDNA level in 11 patients with lung cancer who underwent radiotherapy, the average ctDNA level was increased within a week after the start of radiotherapy. CONCLUSION: TLB using irradiation could temporarily amplify ctDNA release in xenograft mouse and lung cancer patients, which enables us to develop theragnostic method for cancer patients with accurate ctDNA detection.


Asunto(s)
ADN Tumoral Circulante/sangre , Biopsia Líquida/métodos , Neoplasias Pulmonares/genética , Reparación del Gen Blanco/métodos , Animales , Biomarcadores de Tumor/genética , Estudios de Factibilidad , Humanos , Masculino , Ratones , Ratones Endogámicos BALB C , Mutación , Microambiente Tumoral
6.
Nat Genet ; 52(6): 594-603, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32451460

RESUMEN

Immunotherapy for metastatic colorectal cancer is effective only for mismatch repair-deficient tumors with high microsatellite instability that demonstrate immune infiltration, suggesting that tumor cells can determine their immune microenvironment. To understand this cross-talk, we analyzed the transcriptome of 91,103 unsorted single cells from 23 Korean and 6 Belgian patients. Cancer cells displayed transcriptional features reminiscent of normal differentiation programs, and genetic alterations that apparently fostered immunosuppressive microenvironments directed by regulatory T cells, myofibroblasts and myeloid cells. Intercellular network reconstruction supported the association between cancer cell signatures and specific stromal or immune cell populations. Our collective view of the cellular landscape and intercellular interactions in colorectal cancer provide mechanistic information for the design of efficient immuno-oncology treatment strategies.


Asunto(s)
Linaje de la Célula , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/inmunología , Regulación Neoplásica de la Expresión Génica/inmunología , Neoplasias Colorrectales/patología , Mucosa Gástrica/inmunología , Mucosa Gástrica/patología , Humanos , Análisis de Secuencia de ARN , Análisis de la Célula Individual , Células del Estroma/patología , Linfocitos T/inmunología , Linfocitos T/patología , Microambiente Tumoral/genética , Microambiente Tumoral/inmunología
7.
Cancer Res Treat ; 52(1): 41-50, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-31096737

RESUMEN

PURPOSE: Targeted next-generation sequencing (NGS) panels for solid tumors have been useful in clinical framework for accurate tumor diagnosis and identifying essential molecular aberrations. However, most cancer panels have been designed to address a wide spectrum of pan-cancer models, lacking integral prognostic markers that are highly specific to gliomas. MATERIALS AND METHODS: To address such challenges, we have developed a glioma-specific NGS panel, termed "GliomaSCAN," that is capable of capturing single nucleotide variations and insertion/deletion, copy number variation, and selected promoter mutations and structural variations that cover a subset of intron regions in 232 essential glioma-associated genes. We confirmed clinical concordance rate using pairwise comparison of the identified variants from whole exome sequencing (WES), immunohistochemical analysis, and fluorescence in situ hybridization. RESULTS: Our panel demonstrated high sensitivity in detecting potential genomic variants that were present in the standard materials. To ensure the accuracy of our targeted sequencing panel, we compared our targeted panel to WES. The comparison results demonstrated a high correlation. Furthermore, we evaluated clinical utility of our panel in 46 glioma patients to assess the detection capacity of potential actionable mutations. Thirty-two patients harbored at least one recurrent somatic mutation in clinically actionable gene. CONCLUSION: We have established a glioma-specific cancer panel. GliomaSCAN highly excelled in capturing somatic variations in terms of both sensitivity and specificity and provided potential clinical implication in facilitating genome-based clinical trials. Our results could provide conceptual advance towards improving the response of genomically guided molecularly targeted therapy in glioma patients.


Asunto(s)
Biomarcadores de Tumor , Pruebas Genéticas , Glioma/diagnóstico , Glioma/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Mutación , Alelos , Variaciones en el Número de Copia de ADN , Diagnóstico Diferencial , Femenino , Frecuencia de los Genes , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Pruebas Genéticas/métodos , Genómica/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Humanos , Inmunohistoquímica , Hibridación Fluorescente in Situ , Masculino , Secuenciación del Exoma
8.
Genes Genomics ; 40(2): 189-197, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29568413

RESUMEN

In addition to the rapid advancement in Next-Generation Sequencing (NGS) technology, clinical panel sequencing is being used increasingly in clinical studies and tests. However, tools that are used in NGS data analysis have not been comparatively evaluated in performance for panel sequencing. This study aimed to evaluate the tools used in the alignment process, the first procedure in bioinformatics analysis, by comparing tools that have been widely used with ones that have been introduced recently. With the accumulated panel sequencing data, detected variant lists were cataloged and inserted into simulated reads produced from the reference genome (h19). The amount of unmapped reads and misaligned reads, mapping quality distribution, and runtime were measured as standards for comparison. As the most widely used tools, Bowtie2 and BWA-MEM each showed explicit performance with AUC of 0.9984 and 0.9970 respectively. Kart, maintaining superior runtime and less number of misaligned read, also similarly possessed high level of AUC (0.9723). Such selection and optimization method of tools appropriate for panel sequencing can be utilized for fields requiring error minimization, such as clinical application and liquid biopsy studies.


Asunto(s)
Simulación por Computador , Genoma Humano , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Alineación de Secuencia/métodos , Programas Informáticos , Genómica/métodos , Genómica/normas , Secuenciación de Nucleótidos de Alto Rendimiento/normas , Humanos , Alineación de Secuencia/normas , Análisis de Secuencia de ADN/métodos , Análisis de Secuencia de ADN/normas
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