Systems Analytics and Integration of Big Omics Data |
Autore | Hardiman Gary |
Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
Descrizione fisica | 1 electronic resource (202 p.) |
Soggetto non controllato |
precision medicine informatics
drug sensitivity chromatin modification cell lines biocuration neurodegeneration multivariate analysis artificial intelligence epigenetics missing data sequencing clinical data class imbalance integrative analytics algorithm development for network integration deep phenotype non-omics data feature selection Gene Ontology miRNA-gene expression networks omics data plot visualization Alzheimer's disease tissue classification epidemiological data proteomic analysis genotype RNA expression indirect effect multi-omics dementia multiomics integration data integration phenomics network topology analysis challenges transcriptome enrichment analysis regulatory genomics scalability heterogeneous data systemic lupus erythematosus database microtubule-associated protein tau disease variants genomics joint modeling distance correlation annotation phenotype direct effect curse of dimensionality gene-environment interactions logic forest machine learning KEGG pathways multivariate causal mediation amyloid-beta bioinformatics pipelines support vector machine pharmacogenomics candidate genes tissue-specific expressed genes cognitive impairment causal inference |
ISBN | 3-03928-745-1 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910404089603321 |
Hardiman Gary
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MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
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Lo trovi qui: Univ. Federico II | ||
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The Impact of Caffeine and Coffee on Human Health |
Autore | Cornelis Marilyn |
Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
Descrizione fisica | 1 electronic resource (322 p.) |
Soggetto non controllato |
coronary artery disease
lipids NADH dehydrogenase tea tinnitus safety transcriptomics ergogenic guidelines myocardial perfusion placebo Caffeine risk factors lysophosphatidylcholine pregnancy assisted reproduction techniques population adenosine liver fibrosis coffee consumption cognitive causation supplement mate adult gene expression wine lipidomics chocolate exercise protection Suicide dipyridamole regadenoson live birth hearing pharmacological ergogenic aid behavior cardiovascular disease gene-diet interaction whole-blood sex health systematic review causality genetic epidemiology implantation pharmacogenomics cognitions ergogenic aid time trial performance CYP1A2 aging phenolic country caffeine intake serum chloride levels polymorphism responders intoxication trial epidemiological methods bias adenosine receptor longevity did not respond energy drinks biomarkers individual responses Mendelian Randomization public policy anxiety the Norwegian Women and Cancer Cohort (NOWAC) ADORA2A clinical pregnancy caffeine metabolism caffeine intoxication cohort study mood mRNA alcohol consumption epidemiology caffeine expectancy accidental death European Prospective Investigation into Cancer and Nutrition cognition consumption HIV-HCV co-infection cytochrome P450 chlorogenic acids soda 24-h dietary recall coffee depression sport age |
ISBN | 3-03921-835-2 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910367738403321 |
Cornelis Marilyn
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MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
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Lo trovi qui: Univ. Federico II | ||
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Understanding Neuromuscular Health and Disease: Advances in Genetics, Omics, and Molecular Function |
Autore | Duddy William |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
Descrizione fisica | 1 electronic resource (318 p.) |
Soggetto topico | Research & information: general |
Soggetto non controllato |
LMNA
Emery-Dreifuss muscular dystrophy Omics ALS MND ALS variants genotype-phenotype ALS genes FSHD DUX4 transcription muscle regulation spinal muscular atrophy adult patients disease heterogeneity Nusinersen disease modifiers functional outcomes biomarkers epigenetic changes -omics approaches oxidative stress mitochondria dysfunction axonal transport autophagy endocytosis secretion excitotoxicity RNA metabolism Duchenne muscular dystrophy (DMD) exon-skipping therapies next-generation sequencing (NGS) Sanger sequencing multiplex ligation probe amplification (MLPA) multiplex polymerase chain reaction (PCR) comparative genomic hybridization array (CGH) viltolarsen eteplirsen golodirsen rheumatoid arthritis SNP DMARD methotrexate pharmacogenomics Duchenne muscular dystrophy pharmacodynamic biomarkers prednisone deflazacort glucocorticoids corticosteroids safety neuromuscular diseases translational research disease models precision medicine miRNA proteomics calprotectin dystrophy Becker muscular dystrophy dystrophinopathy genotype-phenotype correlations Canadian Neuromuscular Disease Registry reading frame rule dystrophin multiple logistic regression analysis exon skipping therapy Amyotrophic Lateral Sclerosis machine learning genome-wide association studies GWAS genomics ALS pathology gene prioritization AAV genetic neuromuscular disorders gene therapy clinical trials toxicity SMA DMD XLMTM facioscapulohumeral dystrophy TALEN CRISPR-Cas9 gene editing polyadenylation D4Z4 duchenne muscular dystrophy (DMD) becker muscular dystrophy (BMD) exon skipping skip-equivalent deletions |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Altri titoli varianti | Understanding Neuromuscular Health and Disease |
Record Nr. | UNINA-9910557669103321 |
Duddy William
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Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
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Lo trovi qui: Univ. Federico II | ||
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