User profiles for L. Bottolo
Leonardo BottoloReader in Statistics for Biomedicine, Dept of Medical Genetics, University of Cambridge Verified email at cam.ac.uk Cited by 18096 |
Deciphering the complex: Methodological overview of statistical models to derive OMICS‐based biomarkers
… Its constraint is defined as a convex combination of the L 1 and L 2 norms of the regression
coefficients parameterized by an additional calibration parameter λ. The two extreme cases λ …
coefficients parameterized by an additional calibration parameter λ. The two extreme cases λ …
A fine-scale map of recombination rates and hotspots across the human genome
Genetic maps, which document the way in which recombination rates vary over a genome,
are an essential tool for many genetic analyses. We present a high-resolution genetic map of …
are an essential tool for many genetic analyses. We present a high-resolution genetic map of …
A trans-acting locus regulates an anti-viral expression network and type 1 diabetes risk
Combined analyses of gene networks and DNA sequence variation can provide new
insights into the aetiology of common diseases that may not be apparent from genome-wide …
insights into the aetiology of common diseases that may not be apparent from genome-wide …
Low copy number of the salivary amylase gene predisposes to obesity
Common multi-allelic copy number variants (CNVs) appear enriched for phenotypic associations
compared to their biallelic counterparts 1 , 2 , 3 , 4 . Here we investigated the influence …
compared to their biallelic counterparts 1 , 2 , 3 , 4 . Here we investigated the influence …
Evolutionary stochastic search for Bayesian model exploration
L Bottolo, S Richardson - 2010 - projecteuclid.org
… Among the population of chains, we identify a group L, 1 ≤ L ≤ L… First of all, we fix the size
L of the population. In doing this, we … We have experimented and we recommend to fix L ≥ 3. …
L of the population. In doing this, we … We have experimented and we recommend to fix L ≥ 3. …
Endonuclease G is a novel determinant of cardiac hypertrophy and mitochondrial function
Left ventricular mass (LVM) is a highly heritable trait 1 and an independent risk factor for all-cause
mortality 2 . So far, genome-wide association studies have not identified the genetic …
mortality 2 . So far, genome-wide association studies have not identified the genetic …
[HTML][HTML] Systems genetics identifies Sestrin 3 as a regulator of a proconvulsant gene network in human epileptic hippocampus
MR Johnson, J Behmoaras, L Bottolo… - Nature …, 2015 - nature.com
Gene-regulatory network analysis is a powerful approach to elucidate the molecular
processes and pathways underlying complex disease. Here we employ systems genetics …
processes and pathways underlying complex disease. Here we employ systems genetics …
Systems genetics identifies a convergent gene network for cognition and neurodevelopmental disease
Genetic determinants of cognition are poorly characterized, and their relationship to genes
that confer risk for neurodevelopmental disease is unclear. Here we performed a systems-…
that confer risk for neurodevelopmental disease is unclear. Here we performed a systems-…
Prioritizing the role of major lipoproteins and subfractions as risk factors for peripheral artery disease
Background: Lipoprotein-related traits have been consistently identified as risk factors for
atherosclerotic cardiovascular disease, largely on the basis of studies of coronary artery …
atherosclerotic cardiovascular disease, largely on the basis of studies of coronary artery …
Metabolic effects of bezafibrate in mitochondrial disease
Mitochondrial disorders affect 1/5,000 and have no cure. Inducing mitochondrial biogenesis
with bezafibrate improves mitochondrial function in animal models, but there are no …
with bezafibrate improves mitochondrial function in animal models, but there are no …