Search Results - "Madani Tonekaboni, Seyed Ali"
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Noncoding mutations target cis-regulatory elements of the FOXA1 plexus in prostate cancer
Published in Nature communications (23-01-2020)“…Prostate cancer is the second most commonly diagnosed malignancy among men worldwide. Recurrently mutated in primary and metastatic prostate tumors, FOXA1…”
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2
Single-cell chromatin accessibility profiling of glioblastoma identifies an invasive cancer stem cell population associated with lower survival
Published in eLife (11-01-2021)“…Chromatin accessibility discriminates stem from mature cell populations, enabling the identification of primitive stem-like cells in primary tumors, such as…”
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3
Biological and therapeutic implications of a unique subtype of NPM1 mutated AML
Published in Nature communications (16-02-2021)“…In acute myeloid leukemia (AML), molecular heterogeneity across patients constitutes a major challenge for prognosis and therapy. AML with NPM1 mutation is a…”
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4
SYNERGxDB: an integrative pharmacogenomic portal to identify synergistic drug combinations for precision oncology
Published in Nucleic acids research (02-07-2020)“…Abstract Drug-combination data portals have recently been introduced to mine huge amounts of pharmacological data with the aim of improving current…”
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5
GLUT1 inhibition blocks growth of RB1-positive triple negative breast cancer
Published in Nature communications (21-08-2020)“…Triple negative breast cancer (TNBC) is a deadly form of breast cancer due to the development of resistance to chemotherapy affecting over 30% of patients. New…”
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6
Predictive approaches for drug combination discovery in cancer
Published in Briefings in bioinformatics (01-03-2018)“…Abstract Drug combinations have been proposed as a promising therapeutic strategy to overcome drug resistance and improve efficacy of monotherapy regimens in…”
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7
Large organized chromatin lysine domains help distinguish primitive from differentiated cell populations
Published in Nature communications (21-01-2021)“…The human genome is partitioned into a collection of genomic features, inclusive of genes, transposable elements, lamina interacting regions, early replicating…”
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8
Multiscale interactome analysis coupled with off-target drug predictions reveals drug repurposing candidates for human coronavirus disease
Published in Scientific reports (02-12-2021)“…The COVID-19 pandemic has highlighted the urgent need for the identification of new antiviral drug therapies for a variety of diseases. COVID-19 is caused by…”
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9
Tissue specificity of in vitro drug sensitivity
Published in Journal of the American Medical Informatics Association : JAMIA (01-02-2018)“…Abstract Objectives We sought to investigate the tissue specificity of drug sensitivities in large-scale pharmacological studies and compare these associations…”
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10
Biased Deep Learning Methods in Detection of COVID-19 Using CT Images: A Challenge Mounted by Subject-Wise-Split ISFCT Dataset
Published in Journal of imaging (01-08-2023)“…Accurate detection of respiratory system damage including COVID-19 is considered one of the crucial applications of deep learning (DL) models using CT images…”
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11
Identifying clusters of cis -regulatory elements underpinning TAD structures and lineage-specific regulatory networks
Published in Genome research (01-10-2019)“…Cellular identity relies on cell-type-specific gene expression controlled at the transcriptional level by -regulatory elements (CREs). CREs are unevenly…”
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12
Mathematical modelling of phenotypic plasticity and conversion to a stem-cell state under hypoxia
Published in Scientific reports (03-02-2016)“…Hypoxia, or oxygen deficiency, is known to be associated with breast tumour progression, resistance to conventional therapies and poor clinical prognosis. The…”
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13
A primary hierarchically organized patient-derived model enables in depth interrogation of stemness driven by the coding and non-coding genome
Published in Leukemia (01-11-2022)“…Many cancers are organized as cellular hierarchies sustained by cancer stem cells (CSC), whose eradication is crucial for achieving long-term remission…”
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14
Mathematical modelling of plasticity and phenotype switching in cancer cell populations
Published in Mathematical biosciences (01-01-2017)“…•We consider a two-compartment model and a hierarchical model to incorporate cellular plasticity of cancer cells.•We use experimental data to estimate the…”
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15
SIGN: similarity identification in gene expression
Published in Bioinformatics (01-11-2019)“…Abstract Motivation High-throughput molecular profiles of human cells have been used in predictive computational approaches for stratification of healthy and…”
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16
Pathway-Based Drug Response Prediction Using Similarity Identification in Gene Expression
Published in Frontiers in genetics (09-09-2020)“…Lapatinib and trastuzumab (Herceptin) are targeted therapies designed for patients with HER2+ breast tumors. Although these therapies improved survival rates…”
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17
Chronic hypoxia favours adoption to a castration-resistant cell state in prostate cancer
Published in Oncogene (22-05-2023)“…Predicting and treating recurrence in intermediate-risk prostate cancer patients remains a challenge despite having identified genomic instability [ 1 ] and…”
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18
A homotopy analysis solution to large deformation of beams under static arbitrary distributed load
Published in Applied mathematical modelling (01-01-2014)“…In this article, homotopy analysis method (HAM) is employed to investigate non-linear large deformation of Euler–Bernoulli beams subjected to an arbitrary…”
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19
Computational Models for Mapping Transcriptome and Epigenome to Human Phenotypes
Published 01-01-2020“…Fate and identity of eukaryotic cells are results of the cooperative function of biological features such as transcripts, cis-regulatory elements and…”
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Dissertation -
20
NodeCoder: a graph-based machine learning platform to predict active sites of modeled protein structures
Published 07-02-2023“…While accurate protein structure predictions are now available for nearly every observed protein sequence, predicted structures lack much of the functional…”
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Journal Article