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1.
Cancer Res ; 84(10): 1560-1569, 2024 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-38479434

RESUMEN

Genomic analysis of the T-cell receptor (TCR) reveals the strength, breadth, and clonal dynamics of the adaptive immune response to pathogens or cancer. The diversity of the TCR repertoire, however, means that sequencing is technically challenging, particularly for samples with low-quality, degraded nucleic acids. Here, we developed and validated FUME-TCRseq, a robust and sensitive RNA-based TCR sequencing methodology that is suitable for formalin-fixed paraffin-embedded samples and low amounts of input material. FUME-TCRseq incorporates unique molecular identifiers into each molecule of cDNA, allowing correction for sequencing errors and PCR bias. Using RNA extracted from colorectal and head and neck cancers to benchmark the accuracy and sensitivity of FUME-TCRseq against existing methods demonstrated excellent concordance between the datasets. Furthermore, FUME-TCRseq detected more clonotypes than a commercial RNA-based alternative, with shorter library preparation time and significantly lower cost. The high sensitivity and the ability to sequence RNA of poor quality and limited amount enabled quantitative analysis of small numbers of cells from archival tissue sections, which is not possible with other methods. Spatially resolved FUME-TCRseq analysis of colorectal cancers using macrodissected archival samples revealed the shifting T-cell landscapes at the transition to an invasive phenotype and between tumor subclones containing distinct driver alterations. In summary, FUME-TCRseq represents an accurate, sensitive, and low-cost tool for the characterization of T-cell repertoires, particularly in samples with low-quality RNA that have not been accessible using existing methodology. SIGNIFICANCE: FUME-TCRseq is a TCR sequencing methodology that supports sensitive and spatially resolved detection of TCR clones in archival clinical specimens, which can facilitate longitudinal tracking of immune responses through disease course and treatment.


Asunto(s)
Neoplasias Colorrectales , Receptores de Antígenos de Linfocitos T , Humanos , Receptores de Antígenos de Linfocitos T/genética , Receptores de Antígenos de Linfocitos T/inmunología , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/inmunología , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Análisis de Secuencia de ARN/métodos , Neoplasias de Cabeza y Cuello/genética , Neoplasias de Cabeza y Cuello/inmunología , ARN/genética , Estabilidad del ARN
2.
Clin Sci (Lond) ; 136(19): 1405-1423, 2022 10 14.
Artículo en Inglés | MEDLINE | ID: mdl-36156078

RESUMEN

Intestinal fibrosis and stricture formation is an aggressive complication of Crohns disease (CD), linked to increased morbidity and costs. The present study investigates the contribution of Wingless-Int-1 (Wnt) signalling to intestinal fibrogenesis, considers potential cross-talk between Wnt and transforming growth factor ß1 (TGFß) signalling pathways, and assesses the therapeutic potential of small-molecule Wnt inhibitors. ß-catenin expression was explored by immunohistochemistry (IHC) in formalin-fixed paraffin embedded (FFPE) tissue from patient-matched nonstrictured (NSCD) and strictured (SCD) intestine (n=6 pairs). Functional interactions between Wnt activation, TGFß signalling, and type I collagen (Collagen-I) expression were explored in CCD-18Co cells and primary CD myofibroblast cultures established from surgical resection specimens (n=16) using small-molecule Wnt inhibitors and molecular techniques, including siRNA-mediated gene knockdown, immunofluorescence (IF), Wnt gene expression arrays, and western blotting. Fibrotic SCD tissue was marked by an increase in ß-catenin-positive cells. In vitro, activation of Wnt-ß-catenin signalling increased Collagen-I expression in CCD-18Co cells. Conversely, ICG-001, an inhibitor of ß-catenin signalling, reduced Collagen-I expression in cell lines and primary CD myofibroblasts. TGFß increased ß-catenin protein levels but did not activate canonical Wnt signalling. Rather, TGFß up-regulated WNT5B, a noncanonical Wnt ligand, and the Wnt receptor FZD8, which contributed directly to the up-regulation of Collagen-I through a ß-catenin-independent mechanism. Treatment of CCD-18Co fibroblasts and patient-derived myofibroblasts with the FZD8 inhibitor 3235-0367 reduced extracellular matrix (ECM) expression. Our data highlight small-molecule Wnt inhibitors of both canonical and noncanonical Wnt signalling, as potential antifibrotic drugs to treat SCD intestinal fibrosis. They also highlight the importance of the cross-talk between Wnt and TGFß signalling pathways in CD intestinal fibrosis.


Asunto(s)
Enfermedad de Crohn , beta Catenina , Colágeno Tipo I/metabolismo , Enfermedad de Crohn/tratamiento farmacológico , Enfermedad de Crohn/metabolismo , Enfermedad de Crohn/patología , Fibrosis , Formaldehído/metabolismo , Humanos , Intestinos , Ligandos , Miofibroblastos/metabolismo , ARN Interferente Pequeño/metabolismo , Factor de Crecimiento Transformador beta1/metabolismo , Vía de Señalización Wnt , beta Catenina/metabolismo
3.
Nat Biotechnol ; 40(5): 720-730, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-34980912

RESUMEN

Molecular clocks that record cell ancestry mutate too slowly to measure the short-timescale dynamics of cell renewal in adult tissues. Here, we show that fluctuating DNA methylation marks can be used as clocks in cells where ongoing methylation and demethylation cause repeated 'flip-flops' between methylated and unmethylated states. We identify endogenous fluctuating CpG (fCpG) sites using standard methylation arrays and develop a mathematical model to quantitatively measure human adult stem cell dynamics from these data. Small intestinal crypts were inferred to contain slightly more stem cells than the colon, with slower stem cell replacement in the small intestine. Germline APC mutation increased the number of replacements per crypt. In blood, we measured rapid expansion of acute leukemia and slower growth of chronic disease. Thus, the patterns of human somatic cell birth and death are measurable with fluctuating methylation clocks (FMCs).


Asunto(s)
Células Madre Adultas , Metilación de ADN , Adulto , Linaje de la Célula/genética , Colon/metabolismo , Islas de CpG/genética , Metilación de ADN/genética , Humanos , Células Madre
4.
Nat Genet ; 53(8): 1187-1195, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34211178

RESUMEN

Central to tumor evolution is the generation of genetic diversity. However, the extent and patterns by which de novo karyotype alterations emerge and propagate within human tumors are not well understood, especially at single-cell resolution. Here, we present 3D Live-Seq-a protocol that integrates live-cell imaging of tumor organoid outgrowth and whole-genome sequencing of each imaged cell to reconstruct evolving tumor cell karyotypes across consecutive cell generations. Using patient-derived colorectal cancer organoids and fresh tumor biopsies, we demonstrate that karyotype alterations of varying complexity are prevalent and can arise within a few cell generations. Sub-chromosomal acentric fragments were prone to replication and collective missegregation across consecutive cell divisions. In contrast, gross genome-wide karyotype alterations were generated in a single erroneous cell division, providing support that aneuploid tumor genomes can evolve via punctuated evolution. Mapping the temporal dynamics and patterns of karyotype diversification in cancer enables reconstructions of evolutionary paths to malignant fitness.


Asunto(s)
Neoplasias Colorrectales/genética , Neoplasias Colorrectales/patología , Análisis de la Célula Individual/métodos , Proliferación Celular/genética , Cromatina/genética , Cromosomas Humanos , Dosificación de Gen , Humanos , Cariotipo , Cariotipificación , Microscopía Confocal , Mitosis , Organoides/crecimiento & desarrollo , Organoides/patología , Huso Acromático/genética
5.
Sci Rep ; 7(1): 3248, 2017 06 12.
Artículo en Inglés | MEDLINE | ID: mdl-28607403

RESUMEN

Intra-tumour genetic heterogeneity (ITH) fosters drug resistance and is a critical hurdle to clinical treatment. ITH can be well-measured using multi-region sampling but this is costly and challenging to implement. There is therefore a need for tools to estimate ITH in individual samples, using standard genomic data such as SNP-arrays, that could be implemented routinely. We designed two novel scores S and R, respectively based on the Shannon diversity index and Ripley's L statistic of spatial homogeneity, to quantify ITH in single SNP-array samples. We created in-silico and in-vitro mixtures of tumour clones, in which diversity was known for benchmarking purposes. We found significant but highly-variable associations of our scores with diversity in-silico (p < 0.001) and moderate associations in-vitro (p = 0.015 and p = 0.085). Our scores were also correlated to previous ITH estimates from sequencing data but heterogeneity in the fraction of tumour cells present across samples hampered accurate quantification. The prognostic potential of both scores was moderate but significantly predictive of survival in several tumour types (corrected p = 0.03). Our work thus shows how individual SNP-arrays reveal intra-sample clonal diversity with moderate accuracy.


Asunto(s)
Heterogeneidad Genética , Neoplasias/genética , Polimorfismo de Nucleótido Simple/genética , Línea Celular Tumoral , Simulación por Computador , Humanos , Pronóstico
6.
J Cell Sci ; 125(Pt 23): 5758-69, 2012 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-22992460

RESUMEN

Cell chemotaxis, such as migration of fibroblasts towards growth factors during development and wound healing, requires precise spatial coordination of signalling events. Phosphoinositides and signalling enzymes involved in their generation and hydrolysis have been implicated in regulation of chemotaxis; however, the role and importance of specific components remain poorly understood. Here, we demonstrate that phospholipase C epsilon (PLCε) contributes to fibroblast chemotaxis towards platelet-derived growth factor (PDGF-BB). Using PLCe1 null fibroblasts we show that cells deficient in PLCε have greatly reduced directionality towards PDGF-BB without detrimental effect on their basal ability to migrate. Furthermore, we show that in intact fibroblasts, signalling events, such as activation of Rac, are spatially compromised by the absence of PLCε that affects the ability of cells to enlarge their protrusions in the direction of the chemoattractant. By further application of live cell imaging and the use of FRET-based biosensors, we show that generation of Ins(1,4,5)P(3) and recruitment of PLCε are most pronounced in protrusions responding to the PDGF-BB gradient. Furthermore, the phospholipase C activity of PLCε is critical for its role in chemotaxis, consistent with the importance of Ins(1,4,5)P(3) generation and sustained calcium responses in this process. As PLCε has extensive signalling connectivity, using transgenic fibroblasts we ruled out its activation by direct binding to Ras or Rap GTPases, and suggest instead new unexpected links for PLCε in the context of chemotaxis.


Asunto(s)
Quimiotaxis/efectos de los fármacos , Fibroblastos/efectos de los fármacos , Fibroblastos/enzimología , Fosfoinositido Fosfolipasa C/metabolismo , Factor de Crecimiento Derivado de Plaquetas/farmacología , Animales , Células Cultivadas , Quimiotaxis/genética , Fibroblastos/citología , Ratones , Ratones Transgénicos , Fosfoinositido Fosfolipasa C/genética , Fosforilación/efectos de los fármacos , Fosforilación/genética
7.
Int J Cancer ; 125(6): 1454-63, 2009 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-19533750

RESUMEN

Evidence indicates that acquired resistance of cancers to chemotherapeutic agents can occur via epigenetic mechanisms. Down-regulation of expression of argininosuccinate synthetase (ASS1), the rate-limiting enzyme in the biosynthesis of arginine, has been associated with the development of platinum resistance in ovarian cancer treated with platinum-based chemotherapy. The aim of the present study was to analyse epigenetic regulation of ASS1 in ovarian cancer tissue taken at diagnosis and relapse and determine its significance as a predictor of clinical outcome in patients treated with platinum-based chemotherapy. In addition, expression and epigenetic regulation of ASS1 were analysed in human ovarian cancer cell lines, and ASS1 expression correlated with the ability of the lines to grow in media containing cisplatin, carboplatin or taxol or in arginine-depleted media. Our results show that aberrant methylation in the ASS1 promoter correlated with transcriptional silencing in ovarian cancer cell lines. ASS1 silencing conferred selective resistance to platinum-based drugs and conferred arginine auxotrophy and sensitivity to arginine deprivation. In ovarian cancer, ASS1 methylation at diagnosis was associated with significantly reduced overall survival (p = 0.01) and relapse-free survival (p = 0.01). In patients who relapse, ASS1 methylation was significantly more frequent at relapse (p = 0.008). These data establish epigenetic inactivation of ASS1 as a determinant of response to platinum chemotherapy and imply that transcriptional silencing of ASS1 contributes to treatment failure and clinical relapse in ovarian cancer. The collateral sensitivity of cells lacking endogenous ASS1 to arginine depletion suggests novel therapeutic strategies for the management of relapsed ovarian cancer.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Arginina/deficiencia , Argininosuccinato Sintasa/genética , Cistadenocarcinoma Seroso/tratamiento farmacológico , Resistencia a Antineoplásicos , Silenciador del Gen , Neoplasias Ováricas/tratamiento farmacológico , Argininosuccinato Sintasa/antagonistas & inhibidores , Argininosuccinato Sintasa/metabolismo , Carboplatino/administración & dosificación , Muerte Celular , Cisplatino/administración & dosificación , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/patología , Metilación de ADN , Femenino , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Humanos , Immunoblotting , Persona de Mediana Edad , Neoplasias Ováricas/genética , Neoplasias Ováricas/patología , Paclitaxel/administración & dosificación , Regiones Promotoras Genéticas/genética , Tasa de Supervivencia , Células Tumorales Cultivadas
8.
Proc Natl Acad Sci U S A ; 103(10): 3704-9, 2006 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-16505357

RESUMEN

Chromosome deletions in the mouse have proven invaluable in the dissection of gene function. The brown deletion complex comprises >28 independent genome rearrangements, which have been used to identify several functional loci on chromosome 4 required for normal embryonic and postnatal development. We have constructed a 172-bacterial artificial chromosome contig that spans this 22-megabase (Mb) interval and have produced a contiguous, finished, and manually annotated sequence from these clones. The deletion complex is strikingly gene-poor, containing only 52 protein-coding genes (of which only 39 are supported by human homologues) and has several further notable genomic features, including several segments of >1 Mb, apparently devoid of a coding sequence. We have used sequence polymorphisms to finely map the deletion breakpoints and identify strong candidate genes for the known phenotypes that map to this region, including three lethal loci (l4Rn1, l4Rn2, and l4Rn3) and the fitness mutant brown-associated fitness (baf). We have also characterized misexpression of the basonuclin homologue, Bnc2, associated with the inversion-mediated coat color mutant white-based brown (B(w)). This study provides a molecular insight into the basis of several characterized mouse mutants, which will allow further dissection of this region by targeted or chemical mutagenesis.


Asunto(s)
Deleción Cromosómica , Glicoproteínas de Membrana/genética , Oxidorreductasas/genética , Animales , Secuencia de Bases , Evolución Biológica , Mapeo Cromosómico , Cromosomas Artificiales Bacterianos/genética , Femenino , Muerte Fetal/genética , Genes Letales , Color del Cabello/genética , Ratones , Ratones Endogámicos C57BL , Ratones Mutantes , Fenotipo , Polimorfismo de Nucleótido Simple , Embarazo
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