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1.
Nat Commun ; 12(1): 2229, 2021 04 13.
Artículo en Inglés | MEDLINE | ID: mdl-33850132

RESUMEN

Profiling of circulating tumor DNA (ctDNA) may offer a non-invasive approach to monitor disease progression. Here, we develop a quantitative method, exploiting local tissue-specific cell-free DNA (cfDNA) degradation patterns, that accurately estimates ctDNA burden independent of genomic aberrations. Nucleosome-dependent cfDNA degradation at promoters and first exon-intron junctions is strongly associated with differential transcriptional activity in tumors and blood. A quantitative model, based on just 6 regulatory regions, could accurately predict ctDNA levels in colorectal cancer patients. Strikingly, a model restricted to blood-specific regulatory regions could predict ctDNA levels across both colorectal and breast cancer patients. Using compact targeted sequencing (<25 kb) of predictive regions, we demonstrate how the approach could enable quantitative low-cost tracking of ctDNA dynamics and disease progression.


Asunto(s)
Ácidos Nucleicos Libres de Células/metabolismo , ADN Tumoral Circulante/metabolismo , Fragmentación del ADN , Carga Tumoral/fisiología , Ácidos Nucleicos Libres de Células/sangre , Ácidos Nucleicos Libres de Células/genética , ADN Tumoral Circulante/genética , Neoplasias del Colon/genética , Neoplasias Colorrectales/genética , Progresión de la Enfermedad , Regulación Neoplásica de la Expresión Génica , Genómica , Humanos , Mutación
2.
Sci Rep ; 10(1): 16774, 2020 10 08.
Artículo en Inglés | MEDLINE | ID: mdl-33033274

RESUMEN

Analysis of circulating cell-free DNA (cfDNA) has opened new opportunities for characterizing tumour mutational landscapes with many applications in genomic-driven oncology. We developed a customized targeted cfDNA sequencing approach for breast cancer (BC) using unique molecular identifiers (UMIs) for error correction. Our assay, spanning a 284.5 kb target region, is combined with a novel freely-licensed bioinformatics pipeline that provides detection of low-frequency variants, and reliable identification of copy number variations (CNVs) directly from plasma DNA. We first evaluated our pipeline on reference samples. Then in a cohort of 35 BC patients our approach detected actionable driver and clonal variants at low variant frequency levels in cfDNA that were concordant (77%) with sequencing of primary and/or metastatic solid tumour sites. We also detected ERRB2 gene CNVs used for HER2 subtype classification with 80% precision compared to immunohistochemistry. Further, we evaluated fragmentation profiles of cfDNA in BC and observed distinct differences compared to data from healthy individuals. Our results show that the developed assay addresses the majority of tumour associated aberrations directly from plasma DNA, and thus may be used to elucidate genomic alterations in liquid biopsy studies.


Asunto(s)
Neoplasias de la Mama/genética , ADN Tumoral Circulante/genética , Variaciones en el Número de Copia de ADN , Adulto , Anciano , Biomarcadores de Tumor/genética , Neoplasias de la Mama/patología , Femenino , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Persona de Mediana Edad , Mutación , Análisis de Secuencia de ADN
3.
Sci Rep ; 7: 40737, 2017 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-28102343

RESUMEN

Circulating tumour DNA (ctDNA) has the potential to be a specific biomarker for the monitoring of tumours in patients with colorectal cancer (CRC). Here, our aim was to develop a personalised surveillance strategy to monitor the clinical course of CRC after surgery. We developed patient-specific ctDNA assays based on multiplexed detection of somatic mutations identified from patient primary tumours, and applied them to detect ctDNA in 44 CRC patients, analysing a total of 260 plasma samples. We found that ctDNA detection correlated with clinical events - it is detectable in pre-operative but not post-operative plasma, and also in patients with recurrent CRC. We also detected ctDNA in 11 out of 15 cases at or before clinical or radiological recurrence of CRC, indicating the potential of our assay for early detection of metastasis. We further present data from a patient with multiple primary cancers to demonstrate the specificity of our assays to distinguish between CRC recurrence and a second primary cancer. Our approach can complement current methods for surveillance of CRC by adding an individualised biological component, allowing us not only to point to the presence of residual or recurrent disease, but also attribute it to the original cancer.


Asunto(s)
Biomarcadores de Tumor , ADN Tumoral Circulante , Neoplasias Colorrectales/genética , ADN de Neoplasias , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/cirugía , Humanos , Reacción en Cadena de la Polimerasa Multiplex , Mutación , Periodo Posoperatorio , Recurrencia , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Resultado del Tratamiento , Flujo de Trabajo
4.
Sci Rep ; 4: 5001, 2014 May 16.
Artículo en Inglés | MEDLINE | ID: mdl-24833488

RESUMEN

Historically, the Mongol Empire ranks among the world's largest contiguous empires, and the Mongolians developed their unique lifestyle and diet over thousands of years. In this study, the intestinal microbiota of Mongolians residing in Ulan Bator, TUW province and the Khentii pasturing area were studied using 454 pyrosequencing and q-PCR technology. We explored the impacts of lifestyle and seasonal dietary changes on the Mongolians' gut microbes. At the phylum level, the Mongolians's gut populations were marked by a dominance of Bacteroidetes (55.56%) and a low Firmicutes to Bacteroidetes ratio (0.71). Analysis based on the operational taxonomic unit (OTU) level revealed that the Mongolian core intestinal microbiota comprised the genera Prevotella, Bacteroides, Faecalibacterium, Ruminococcus, Subdoligranulum and Coprococcus. Urbanisation and life-style may have modified the compositions of the gut microbiota of Mongolians from Ulan Bator, TUW and Khentii. Based on a food frequency questionnaire, we found that the dietary structure was diverse and stable throughout the year in Ulan Bator and TUW, but was simple and varied during the year in Khentii. Accordingly, seasonal effects on intestinal microbiota were more distinct in Khentii residents than in TUW or Ulan Bator residents.


Asunto(s)
Intestinos/microbiología , Microbiota/genética , ADN Bacteriano/genética , Dieta , Humanos , Estilo de Vida , Mongolia , Estaciones del Año , Análisis de Secuencia de ADN/métodos
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