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Author Details
Full Name
Elisabetta Manduchi
Affiliation
Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia
ORCID
Career Start Year
1999
Papers
62
H Index
26
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36503150
H3K27me3 Demethylases Maintain the Transcriptional and Epigenomic Landscape of the Intestinal Epithelium.
Cell Mol Gastroenterol Hepatol
2023
37584517
Integrative Genomic Analyses Identify LncRNA Regulatory Networks across Pediatric Leukemias and Solid Tumors.
Cancer Res
2023
37037491
Advanced precision modeling reveals divergent responses of hepatocellular carcinoma to combinatorial immunotherapy.
Cancer Commun (Lond)
2023
36869037
Mu-opioid receptor-expressing neurons in the paraventricular thalamus modulate chronic morphine-induced wake alterations.
Transl Psychiatry
2023
34310318
Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection.
IEEE/ACM Trans Comput Biol Bioinform
2022
35642629
α Cell dysfunction in islets from nondiabetic, glutamic acid decarboxylase autoantibody-positive individuals.
J Clin Invest
2022
35537191
Variant-to-gene-mapping analyses reveal a role for pancreatic islet cells in conferring genetic susceptibility to sleep-related traits.
Sleep
2022
35654975
A multiancestry genome-wide association study of unexplained chronic ALT elevation as a proxy for nonalcoholic fatty liver disease with histological and radiological validation.
Nat Genet
2022
35986225
Predictive value of common genetic variants in idiopathic pulmonary fibrosis survival.
J Mol Med (Berl)
2022
35883154
Benchmarking AutoML frameworks for disease prediction using medical claims.
BioData Min
2022
34713318
The promise of automated machine learning for the genetic analysis of complex traits.
Hum Genet
2022
34017831
Temporal Transcriptome Analysis Reveals Dynamic Gene Expression Patterns Driving β-Cell Maturation.
Front Cell Dev Biol
2021
33653874
A developmental lineage-based gene co-expression network for mouse pancreatic β-cells reveals a role for <i>Zfp800</i> in pancreas development.
Development
2021
34744577
Leveraging Automated Machine Learning for the Analysis of Global Public Health Data: A Case Study in Malaria.
Int J Public Health
2021
31583758
Embracing study heterogeneity for finding genetic interactions in large-scale research consortia.
Genet Epidemiol
2020
32027528
How Computational Experiments Can Improve Our Understanding of the Genetic Architecture of Common Human Diseases.
Artif Life
2020
32998684
Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses.
BMC Bioinformatics
2020
32620744
Mapping effector genes at lupus GWAS loci using promoter Capture-C in follicular helper T cells.
Nat Commun
2020
32561546
Collapse of the hepatic gene regulatory network in the absence of FoxA factors.
Genes Dev
2020
31145509
A comparison of two workflows for regulome and transcriptome-based prioritization of genetic variants associated with myocardial mass.
Genet Epidemiol
2019
31320928
Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studies.
BioData Min
2019
31234232
SNCA and mTOR Pathway Single Nucleotide Polymorphisms Interact to Modulate the Age at Onset of Parkinson's Disease.
Mov Disord
2019
30890710
Genome-scale Capture C promoter interactions implicate effector genes at GWAS loci for bone mineral density.
Nat Commun
2019
29218913
Leveraging putative enhancer-promoter interactions to investigate two-way epistasis in Type 2 Diabetes GWAS.
Pac Symp Biocomput
2018
29797095
Leveraging epigenomics and contactomics data to investigate SNP pairs in GWAS.
Hum Genet
2018
27916240
Spatial phenotyping of the endocardial endothelium as a function of intracardiac hemodynamic shear stress.
J Biomech
2017
29056226
A Dementia-Associated Risk Variant near TMEM106B Alters Chromatin Architecture and Gene Expression.
Am J Hum Genet
2017
27865480
Biofluids, cell mechanics and epigenetics: Flow-induced epigenetic mechanisms of endothelial gene expression.
J Biomech
2017
27091183
Integrated Regional Cardiac Hemodynamic Imaging and RNA Sequencing Reveal Corresponding Heterogeneity of Ventricular Wall Shear Stress and Endocardial Transcriptome.
J Am Heart Assoc
2016
27851966
Pancreatic Inflammation Redirects Acinar to β Cell Reprogramming.
Cell Rep
2016
27539148
The type 2 diabetes presumed causal variant within TCF7L2 resides in an element that controls the expression of ACSL5.
Diabetologia
2016
27128319
The Ontology for Biomedical Investigations.
PLoS One
2016
25838424
Endothelial epigenetics in biomechanical stress: disturbed flow-mediated epigenomic plasticity in vivo and in vitro.
Arterioscler Thromb Vasc Biol
2015
26148682
Arterial endothelial methylome: differential DNA methylation in athero-susceptible disturbed flow regions in vivo.
BMC Genomics
2015
24874278
Emerging topic: flow-related epigenetic regulation of endothelial phenotype through DNA methylation.
Vascul Pharmacol
2014
25053427
Insm1 promotes endocrine cell differentiation by modulating the expression of a network of genes that includes Neurog3 and Ripply3.
Development
2014
22865702
Dual lineage-specific expression of Sox17 during mouse embryogenesis.
Stem Cells
2012
21266227
Discovery approaches to UPR in athero-susceptible endothelium in vivo.
Methods Enzymol
2011
22190598
AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments.
Database (Oxford)
2011
21493819
Coronary artery endothelial transcriptome in vivo: identification of endoplasmic reticulum stress and enhanced reactive oxygen species by gene connectivity network analysis.
Circ Cardiovasc Genet
2011
20176806
Cell-specific determinants of peroxisome proliferator-activated receptor gamma function in adipocytes and macrophages.
Mol Cell Biol
2010
20478996
Propagation of adipogenic signals through an epigenomic transition state.
Genes Dev
2010
20624982
MicroRNA-10a regulation of proinflammatory phenotype in athero-susceptible endothelium in vivo and in vitro.
Proc Natl Acad Sci U S A
2010
19213738
A flexible two-stage procedure for identifying gene sets that are differentially expressed.
Bioinformatics
2009
19661457
Chronic endoplasmic reticulum stress activates unfolded protein response in arterial endothelium in regions of susceptibility to atherosclerosis.
Circ Res
2009
19808022
LKB1 regulates pancreatic beta cell size, polarity, and function.
Cell Metab
2009
19098026
Matching methods for observational microarray studies.
Bioinformatics
2009
17185391
Functional genomics of the beta-cell: short-chain 3-hydroxyacyl-coenzyme A dehydrogenase regulates insulin secretion independent of K+ currents.
Mol Endocrinol
2007
18265395
Analysis and management of microarray gene expression data.
Curr Protoc Mol Biol
2007
17071715
EPConDB: a web resource for gene expression related to pancreatic development, beta-cell function and diabetes.
Nucleic Acids Res
2007
1 - 50 of 62
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