Search Results - "Climer, Sharlee"
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1
Capturing biomarkers associated with Alzheimer disease subtypes using data distribution characteristics
Published in Frontiers in computational neuroscience (03-09-2024)“…Late-onset Alzheimer disease (AD) is a highly complex disease with multiple subtypes, as demonstrated by its disparate risk factors, pathological…”
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2
Linking crop traits to transcriptome differences in a progeny population of tetraploid potato
Published in BMC plant biology (18-03-2020)“…Potato is the third most consumed crop in the world. Breeding for traits such as yield, product quality and pathogen resistance are main priorities…”
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3
Allele-specific network reveals combinatorial interaction that transcends small effects in psoriasis GWAS
Published in PLoS computational biology (01-09-2014)“…Hundreds of genetic markers have shown associations with various complex diseases, yet the "missing heritability" remains alarmingly elusive. Combinatorial…”
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4
Structural variants identified using non-Mendelian inheritance patterns advance the mechanistic understanding of autism spectrum disorder
Published in HGG advances (12-01-2023)“…The heritability of autism spectrum disorder (ASD), based on 680,000 families and five countries, is estimated to be nearly 80%, yet heritability reported from…”
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5
Climatic Clustering and Longitudinal Analysis with Impacts on Food, Bioenergy, and Pandemics
Published in Phytobiomes journal (01-06-2023)“…Predicted growth in world population will put unparalleled stress on the need for sustainable energy and global food production, as well as increase the…”
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6
Plasma proteomics of SARS-CoV-2 infection and severity reveals impact on Alzheimer’s and coronary disease pathways
Published in iScience (21-04-2023)“…Identification of proteins dysregulated by COVID-19 infection is critically important for better understanding of its pathophysiology, building prognostic…”
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7
A machine‐learning approach to biomarker evaluation for AD precision medicine
Published in Alzheimer's & dementia (01-12-2023)“…Background Late‐onset Alzheimer disease (AD) is a heterogeneous disease, as demonstrated by its wide range of genetic and environmental risk factors, as well…”
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8
Latitudinal Clines of the Human Vitamin D Receptor and Skin Color Genes
Published in G3 : genes - genomes - genetics (01-05-2016)“…The well-documented latitudinal clines of genes affecting human skin color presumably arise from the need for protection from intense ultraviolet radiation…”
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9
Phytobiome and Transcriptional Adaptation of Populus deltoides to Acute Progressive Drought and Cyclic Drought
Published in Phytobiomes journal (01-01-2018)“…Plant drought stress causes systematic changes to photosynthesis, metabolism, growth, and potentially the phytobiome. Additionally, drought affects plants in…”
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10
AUC Undermines AD Biomarker Discovery
Published in Alzheimer's & dementia (01-12-2022)“…Background Efforts are underway to accelerate precision medicine for late‐onset Alzheimer disease (AD). The realization of this endeavor can only be attained…”
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11
Connecting the dots: The boons and banes of network modeling
Published in Patterns (New York, N.Y.) (10-12-2021)“…Network modeling transforms data into a structure of nodes and edges such that edges represent relationships between pairs of objects, then extracts clusters…”
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12
Correlation network analysis of cortical mRNA transcripts in an AD case‐control study
Published in Alzheimer's & dementia (01-12-2021)“…Background The genetic basis for Alzheimer Disease is heterogenous and not fully understood. Correlation pattern analysis in cortical tissue can help identify…”
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13
COVID-19 and the differential dilemma
Published in Patterns (New York, N.Y.) (14-05-2021)“…The conundrums of choosing candidate genes, via differential expression between treated and mock specimens, are tackled by Ghandikota et al. in this issue of…”
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14
Parallel accelerated Custom Correlation Coefficient calculations for genomics applications
Published in Parallel computing (01-05-2019)“…•A novel mapping of 2-way and 3-way CCC calculations to GPUs is presented.•A parallel algorithm scaling to thousands of compute nodes is developed.•Near-ideal…”
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15
Network Modeling of Complex Data Sets
Published in Methods in molecular biology (Clifton, N.J.) (01-01-2020)“…We demonstrate a selection of network and machine learning techniques useful in the analysis of complex datasets, including 2-way similarity networks, Markov…”
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16
Human gephyrin is encompassed within giant functional noncoding yin–yang sequences
Published in Nature communications (27-03-2015)“…Gephyrin is a highly conserved gene that is vital for the organization of proteins at inhibitory receptors, molybdenum cofactor biosynthesis and other diverse…”
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17
Parallel accelerated Custom Correlation Coefficient calculations for genomics applications
Published in Parallel computing (18-03-2019)“…The massive quantities of genomic data being made available through gene sequencing techniques are enabling breakthroughs in genomic science in many areas such…”
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18
Allele-Specific Network Reveals Combinatorial Interaction That Transcends Small Effects in Psoriasis GWAS: e1003766
Published in PLoS computational biology (01-09-2014)“…Hundreds of genetic markers have shown associations with various complex diseases, yet the "missing heritability" remains alarmingly elusive. Combinatorial…”
Get full text
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19
Cut-and-solve: An iterative search strategy for combinatorial optimization problems
Published in Artificial intelligence (01-06-2006)“…Branch-and-bound and branch-and-cut use search trees to identify optimal solutions to combinatorial optimization problems. In this paper, we introduce an…”
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20
Moving from capstones toward cornerstones: successes and challenges in applying systems biology to identify mechanisms of autism spectrum disorders
Published in Frontiers in genetics (07-10-2015)“…The substantial progress in the last few years toward uncovering genetic causes and risk factors for autism spectrum disorders (ASDs) has opened new…”
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