Search Results - "Mehrabadi, Farid"
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A Transcriptionally Distinct Subpopulation of Healthy Acinar Cells Exhibit Features of Pancreatic Progenitors and PDAC
Published in Cancer research (Chicago, Ill.) (01-08-2021)“…Pancreatic ductal adenocarcinoma (PDAC) tumors can originate either from acinar or ductal cells in the adult pancreas. We re-analyze multiple pancreas and PDAC…”
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Single-cell methylation sequencing data reveal succinct metastatic migration histories and tumor progression models
Published in Genome research (01-07-2023)“…Recent studies exploring the impact of methylation in tumor evolution suggest that although the methylation status of many of the CpG sites are preserved…”
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Genome-wide profiling of transcription factor activity in primary liver cancer using single-cell ATAC sequencing
Published in Cell reports (Cambridge) (28-11-2023)“…Primary liver cancer (PLC) consists of two main histological subtypes; hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (iCCA). The role of…”
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Clonal Evolution and Heterogeneity of Osimertinib Acquired Resistance Mechanisms in EGFR Mutant Lung Cancer
Published in Cell reports. Medicine (21-04-2020)“…Clonal evolution of osimertinib-resistance mechanisms in EGFR mutant lung adenocarcinoma is poorly understood. Using multi-region whole-exome and RNA…”
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PhISCS-BnB: a fast branch and bound algorithm for the perfect tumor phylogeny reconstruction problem
Published in Bioinformatics (Oxford, England) (01-07-2020)“…Abstract Motivation Recent advances in single-cell sequencing (SCS) offer an unprecedented insight into tumor emergence and evolution. Principled approaches to…”
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Fast intratumor heterogeneity inference from single-cell sequencing data
Published in Nature Computational Science (01-09-2022)“…We introduce HUNTRESS, a computational method for mutational intratumor heterogeneity inference from noisy genotype matrices derived from single-cell…”
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PhISCS: a combinatorial approach for subperfect tumor phylogeny reconstruction via integrative use of single-cell and bulk sequencing data
Published in Genome research (01-11-2019)“…Available computational methods for tumor phylogeny inference via single-cell sequencing (SCS) data typically aim to identify the most likely satisfying the…”
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Studying the History of Tumor Evolution from Single-Cell Sequencing Data by Exploring the Space of Binary Matrices
Published in Journal of computational biology (01-09-2021)“…Single-cell sequencing (SCS) data have great potential in reconstructing the evolutionary history of tumors. Rapid advances in SCS technology in the past…”
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Abstract LB019: Trisicell: Scalable Tumor Phylogeny Reconstruction and Validation Reveals Developmental Origin and Therapeutic Impact of Intratumoral Heterogeneity
Published in Cancer research (Chicago, Ill.) (01-07-2021)“…Abstract Emerging sets of single-cell sequencing data makes it appealing to apply existing tumor phylogeny reconstruction methods to analyze associated…”
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Scalable Tumor Phylogeny Inference and Validation from Single-Cell RNA or DNA Data
Published 01-01-2022“…Cancer is an evolutionary disease that is shaped by mutations and selection. Cancer progression often results in the emergence of distinct tumor cell…”
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Dissertation -
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Abstract 6924: Structural variant dynamics in melanoma: Unraveling tumor heterogeneity and evolution
Published in Cancer research (Chicago, Ill.) (22-03-2024)“…Abstract Melanoma is characterized by significant intratumoral heterogeneity and complex evolutionary dynamics. This diversity in genomic alterations leads to…”
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A study on prediction of user's tendency toward purchases in websites based on behavior models
Published in 2014 6th Conference on Information and Knowledge Technology (IKT) (01-05-2014)“…Nowadays customers would rather buy their needs online than visiting a retail store because of many reasons such as saving time. Therefore, in order to…”
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Conference Proceeding -
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Abstract 127: Single-cell methylation sequencing data reveals succinct metastatic migration histories and tumor progression models
Published in Cancer research (Chicago, Ill.) (04-04-2023)“…Abstract Recent studies exploring the impact of methylation in tumor evolution suggest that while the methylation status of many of the CpG sites are preserved…”
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Journal Article