User profiles for M. Pérez-Enciso

Miguel Perez-Enciso

Corteva Agriscience
Verified email at corteva.com
Cited by 9760

Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach

M Pérez-Enciso, M Tenenhaus - Human genetics, 2003 - Springer
Partial least squares discriminant analysis (PLS-DA) is a partial least squares regression of
a set Y of binary variables describing the categories of a categorical variable on a set X of …

A comparison of carcass, meat quality and histochemical characteristics of Iberian (Guadyerbas line) and Landrace pigs

X Serra, F Gil, M Pérez-Enciso, MA Oliver… - Livestock production …, 1998 - Elsevier
Carcass, meat quality and histochemical traits were studied in 20 Landrace (LR) pigs from a
maternal line and 12 Iberian pigs (IB) from the Guadyerbas line, including boars and gilts. …

Can deep learning improve genomic prediction of complex human traits?

P Bellot, G de Los Campos, M Pérez-Enciso - Genetics, 2018 - academic.oup.com
The current excitement around artificial intelligence and the renewed interest in “deep
learning” (DL) have been applied to the genetic analysis of complex traits; however, the …

[HTML][HTML] Liver transcriptome profile in pigs with extreme phenotypes of intramuscular fatty acid composition

…, N Ibáñez-Escriche, AI Fernández, M Pérez-Enciso… - BMC genomics, 2012 - Springer
Background New advances in high-throughput technologies have allowed for the massive
analysis of genomic data, providing new opportunities for the characterization of the …

Regulatory impact factors: unraveling the transcriptional regulation of complex traits from expression data

…, NJ Hudson, SH Nagaraj, M Pérez-Enciso… - …, 2010 - academic.oup.com
Motivation: Although transcription factors (TF) play a central regulatory role, their detection
from expression data is limited due to their low, and often sparse, expression. In order to fill …

[HTML][HTML] Sequence-vs. chip-assisted genomic selection: accurate biological information is advised

M Pérez-Enciso, JC Rincón, A Legarra - Genetics Selection Evolution, 2015 - Springer
… We used the same demographic model as in Pérez-Enciso [11], which comprises an ancient
… same model as in Pérez-Enciso [11]. Coalescence commands are detailed in the Appendix. …

Population genomics from pool sequencing

…, SE Ramos‐Onsins, M PérezEnciso - Molecular …, 2013 - Wiley Online Library
Next generation sequencing of pooled samples is an effective approach for studies of
variability and differentiation in populations. In this paper we provide a comprehensive set of …

Integrating Y-chromosome, mitochondrial, and autosomal data to analyze the origin of pig breeds

…, S Yeghoyan, M Pérez-Enciso, M Amills - Molecular biology …, 2009 - academic.oup.com
Chlamydiae are obligate intracellular bacterial pathogens that cause ocular and sexually
transmitted diseases, and are associated with cardiovascular diseases. The analysis of codon …

[HTML][HTML] Conservation genomic analysis of domestic and wild pig populations from the Iberian Peninsula

…, MAM Groenen, G Ramis, M Bosse, M Pérez-Enciso… - BMC genetics, 2013 - Springer
Background Inbreeding is among the major concerns in management of local livestock
populations. The effective population size of these populations tends to be small, which …

A QTL on pig chromosome 4 affects fatty acid metabolism: evidence from an Iberian by Landrace intercross

M Pérez-Enciso, A Clop, JL Noguera… - Journal of Animal …, 2000 - academic.oup.com
Three Iberian boars were bred to 31 Landrace sows to produce 79 F 1 pigs. Six F 1 boars
were mated to 73 F 1 sows. The F 2 progeny from 33 full-sib families (250 individuals) were …