TrioMDR: Detecting SNP interactions in trio families with model-based multifactor dimensionality reduction.

Abstract:

:Single nucleotide polymorphism (SNP) interactions can explain the missing heritability of common complex diseases. Many interaction detection methods have been proposed in genome-wide association studies, and they can be divided into two types: population-based and family-based. Compared with population-based methods, family-based methods are robust vs. population stratification. Several family-based methods have been proposed, among which Multifactor Dimensionality Reduction (MDR)-based methods are popular and powerful. However, current MDR-based methods suffer from heavy computational burden. Furthermore, they do not allow for main effect adjustment. In this work we develop a two-stage model-based MDR approach (TrioMDR) to detect multi-locus interaction in trio families (i.e., two parents and one affected child). TrioMDR combines the MDR framework with logistic regression models to check interactions, so TrioMDR can adjust main effects. In addition, unlike consuming permutation procedures used in traditional MDR-based methods, TrioMDR utilizes a simple semi-parameter P-values correction procedure to control type I error rate, this procedure only uses a few permutations to achieve the significance of a multi-locus model and significantly speeds up TrioMDR. We performed extensive experiments on simulated data to compare the type I error and power of TrioMDR under different scenarios. The results demonstrate that TrioMDR is fast and more powerful in general than some recently proposed methods for interaction detection in trios. The R codes of TrioMDR are available at: https://github.com/TrioMDR/TrioMDR.

journal_name

Genomics

journal_title

Genomics

authors

Liu J,Yu G,Ren Y,Guo M,Wang J

doi

10.1016/j.ygeno.2018.07.014

subject

Has Abstract

pub_date

2019-09-01 00:00:00

pages

1176-1182

issue

5

eissn

0888-7543

issn

1089-8646

pii

S0888-7543(18)30039-9

journal_volume

111

pub_type

杂志文章

相关文献

GENOMICS文献大全
  • Physical map and characterization of transcripts in the candidate interval for familial chondrocalcinosis at chromosome 5p15.1.

    abstract::The gene for familial chondrocalcinosis (MIM 118600; gene symbol CCAL2) has been localized to a 0.8-cM interval on the short arm of chromosome 5, between the polymorphic microsatellite markers D5S416 and D5S2114. We have undertaken the physical and transcript mapping of this interval, as well as regions telomeric to t...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1999.5997

    authors: Rojas K,Serrano de la Peña L,Gallardo T,Simmons A,Nyce K,McGrath R,Considine E,Vasko AJ,Peterson E,Grady D,Cox R,Andrew LJ,Lovett M,Overhauser J,Williams CJ

    更新日期:1999-12-01 00:00:00

  • Fibulin-2 (FBLN2): human cDNA sequence, mRNA expression, and mapping of the gene on human and mouse chromosomes.

    abstract::Fibulin-2 is a new extracellular matrix protein that we recently identified by characterizing mouse cDNA clones. Fibulin-2 mRNA is prominently expressed in mouse heart tissue and is present in low amounts in other tissues. In this study, we isolated and sequenced a 4.1-kb human fibulin-2 cDNA, which encoded a mature p...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1994.1404

    authors: Zhang RZ,Pan TC,Zhang ZY,Mattei MG,Timpl R,Chu ML

    更新日期:1994-07-15 00:00:00

  • Comparative analysis of neurological disorders focuses genome-wide search for autism genes.

    abstract::The behaviors of autism overlap with a diverse array of other neurological disorders, suggesting common molecular mechanisms. We conducted a large comparative analysis of the network of genes linked to autism with those of 432 other neurological diseases to circumscribe a multi-disorder subcomponent of autism. We leve...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2008.09.015

    authors: Wall DP,Esteban FJ,Deluca TF,Huyck M,Monaghan T,Velez de Mendizabal N,Goñí J,Kohane IS

    更新日期:2009-02-01 00:00:00

  • Detecting lineage-specific adaptive evolution of brain-expressed genes in human using rhesus macaque as outgroup.

    abstract::Comparative genetic analysis between human and chimpanzee may detect genetic divergences responsible for human-specific characteristics. Previous studies have identified a series of genes that potentially underwent Darwinian positive selection during human evolution. However, without a closely related species as outgr...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2006.05.008

    authors: Yu XJ,Zheng HK,Wang J,Wang W,Su B

    更新日期:2006-12-01 00:00:00

  • Chromosomal localization of human genes required for G1 progression in mammalian cells.

    abstract::Specific probes derived from the human genes that complement the mutations of two independent temperature-sensitive (ts) mutants of the BHK-21 hamster cell line were used to determine the chromosomal locations of the loci in the human genome. The ts11 gene, which complements a mutation that blocks progression through ...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/0888-7543(89)90326-1

    authors: Greco A,Ittmann M,Barletta C,Basilico C,Croce CM,Cannizzaro LA,Huebner K

    更新日期:1989-04-01 00:00:00

  • Human indolethylamine N-methyltransferase: cDNA cloning and expression, gene cloning, and chromosomal localization.

    abstract::Indolethylamine N-methyltransferase (INMT) catalyzes the N-methylation of tryptamine and structurally related compounds. We recently cloned and characterized the rabbit INMT cDNA and gene as a step toward cloning the cDNA and gene for this enzyme in humans. We have now used a PCR-based approach to clone a human INMT c...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1999.5960

    authors: Thompson MA,Moon E,Kim UJ,Xu J,Siciliano MJ,Weinshilboum RM

    更新日期:1999-11-01 00:00:00

  • Revealing new landscape of cardiovascular disease through circular RNA-miRNA-mRNA axis.

    abstract::Non-coding RNA (ncRNA) is a kind of RNA, produced by genomic transcription and does not encode protein, but can regulate the function of genes, thus widely regulating pathological and physiological processes. The dynamic balance of the reticular structure between them is needed to regulate the homeostasis, the abnorma...

    journal_title:Genomics

    pub_type: 杂志文章,评审

    doi:10.1016/j.ygeno.2019.10.006

    authors: Su Q,Lv X

    更新日期:2020-03-01 00:00:00

  • Primary structure of human lumican (keratan sulfate proteoglycan) and localization of the gene (LUM) to chromosome 12q21.3-q22.

    abstract::A human corneal fibroblast cDNA library was screened with a bovine lumican cDNA probe to obtain three clones. Sequencing of the longest clone (1.75 kb) yielded an open reading frame of 1014 bp coding for a 338-amino-acid core protein. Amino acid sequencing of a tryptic peptide resulted in a 9-amino-acid match with the...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1995.1080

    authors: Chakravarti S,Stallings RL,SundarRaj N,Cornuet PK,Hassell JR

    更新日期:1995-06-10 00:00:00

  • Epigenetic status of the H19 locus in human oocytes following in vitro maturation.

    abstract::Imprinting is an epigenetic modification that is reprogrammed in the germ line and leads to the monoallelic expression of some genes. Imprinting involves DNA methylation. Maternal imprint is reset during oocyte growth and maturation. In vitro maturation (IVM) of oocytes may, therefore, interfere with imprint acquisiti...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2005.10.008

    authors: Borghol N,Lornage J,Blachère T,Sophie Garret A,Lefèvre A

    更新日期:2006-03-01 00:00:00

  • Localization of eight additional genes in the human major histocompatibility complex, including the gene encoding the casein kinase II beta subunit (CSNK2B).

    abstract::A wide range of autoimmune and other diseases are known to be associated with the major histocompatibility complex. Many of these diseases are linked to the genes encoding the polymorphic histocompatibility antigens in the class I and class II regions, but some appear to be more strongly associated with genes in the c...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1996.0459

    authors: Albertella MR,Jones H,Thomson W,Olavesen MG,Campbell RD

    更新日期:1996-09-01 00:00:00

  • CancerEnD: A database of cancer associated enhancers.

    abstract::CancerEnD is an integrated resource developed for annotating 8524 unique expressed enhancers, associated genes, somatic mutations and copy number variations of 8063 cancer samples from 18 cancer types of TCGA. Somatic mutation data was taken from the COSMIC repository. To delineate the relationship of change in copy n...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2020.04.028

    authors: Kumar R,Lathwal A,Kumar V,Patiyal S,Raghav PK,Raghava GPS

    更新日期:2020-09-01 00:00:00

  • A novel ribosomal S6-kinase (RSK4; RPS6KA6) is commonly deleted in patients with complex X-linked mental retardation.

    abstract::Large deletions in Xq21 often are associated with contiguous gene syndromes consisting of X-linked deafness type 3 (DFN3), mental retardation (MRX), and choroideremia (CHM). The identification of deletions associated with classic CHM or DFN3 facilitated the positional cloning of the underlying genes, REP-1 and POU3F4,...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1999.6004

    authors: Yntema HG,van den Helm B,Kissing J,van Duijnhoven G,Poppelaars F,Chelly J,Moraine C,Fryns JP,Hamel BC,Heilbronner H,Pander HJ,Brunner HG,Ropers HH,Cremers FP,van Bokhoven H

    更新日期:1999-12-15 00:00:00

  • LTW4 protein on mouse chromosome 1 is a member of a family of antioxidant proteins.

    abstract::Based on its map position, polymorphism pattern, and expression in the kidney, the gene encoding liver 20,000-30,000 MW protein 4 (LTW4) can be considered a potential candidate for the Jckm2 modifying locus, which mediates the severity of polycystic kidney disease in the juvenile cystic kidney mouse. Using two-dimensi...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1997.4762

    authors: Iakoubova OA,Pacella LA,Her H,Beier DR

    更新日期:1997-06-15 00:00:00

  • An extended genetic linkage map and an "index" map for human chromosome 17.

    abstract::Our previous genetic map for chromosome 17 has been expanded to include 72 loci defined by 90 RFLP markers and four microsatellite markers assayed by the polymerase chain reaction. Forty-one of these loci were ordered with odds greater than 1000:1 against local inversion, and the other 31 were ordered within 95% confi...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1993.1007

    authors: O'Connell P,Plaetke R,Matsunami N,Odelberg S,Jorde L,Chance P,Leppert M,Lalouel JM,White R

    更新日期:1993-01-01 00:00:00

  • i6mA-stack: A stacking ensemble-based computational prediction of DNA N6-methyladenine (6mA) sites in the Rosaceae genome.

    abstract::DNA N6-methyladenine (6 mA) is an epigenetic modification that plays a vital role in a variety of cellular processes in both eukaryotes and prokaryotes. Accurate information of 6 mA sites in the Rosaceae genome may assist in understanding genomic 6 mA distributions and various biological functions such as epigenetic i...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2020.09.054

    authors: Khanal J,Lim DY,Tayara H,Chong KT

    更新日期:2020-10-01 00:00:00

  • Genomic cloning of mouse MIF (macrophage inhibitory factor) and genetic mapping of the human and mouse expressed gene and nine mouse pseudogenes.

    abstract::The single functional mouse gene for MIF (macrophage migration inhibitory factor) has been cloned from a P1 library, and its exon/intron structure determined and shown to resemble that of the human gene. The gene was mapped to chromosome 10 using two multilocus crosses between laboratory strains and either Mus musculu...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1995.1070

    authors: Kozak CA,Adamson MC,Buckler CE,Segovia L,Paralkar V,Wistow G

    更新日期:1995-06-10 00:00:00

  • Linkage analysis with multiplexed short tandem repeat polymorphisms using infrared fluorescence and M13 tailed primers.

    abstract::The use of short tandem repeat polymorphisms (STRPs) as marker loci for linkage analysis is becoming increasingly important due to their large numbers in the human genome and their high degree of polymorphism. Fluorescence-based detection of the STRP pattern with an automated DNA sequencer has improved the efficiency ...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1995.1264

    authors: Oetting WS,Lee HK,Flanders DJ,Wiesner GL,Sellers TA,King RA

    更新日期:1995-12-10 00:00:00

  • Conserved interactions of a compact highly active enhancer/promoter upstream of the rhodopsin kinase (GRK1) gene.

    abstract::Rhodopsin kinase (RK) is a conserved component of the light adaptation and recovery pathways shared among rod and cone photoreceptors of a variety of species. To gain insight into transcriptional mechanisms driving RK and potentially other genes of similar spatial profile, the components and the interactions of the hi...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2007.03.004

    authors: Young JE,Kasperek EM,Vogt TM,Lis A,Khani SC

    更新日期:2007-08-01 00:00:00

  • Correlation between polymorphisms in IGF2/H19 gene locus and epithelial ovarian cancer risk in Chinese population.

    abstract::To investigate the association between SNPs in human IGF2/H19 gene locus and epithelial ovarian cancer (EOC) risk, we performed a case-control study in 422 individuals (219 EOC patients and 203 cancer-free controls). Four SNPs (rs2525885, rs2839698, rs3741206, rs3741219) were found to be related with EOC risk. Specifi...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2020.02.002

    authors: Zhang HB,Zeng Y,Li TL,Wang G

    更新日期:2020-05-01 00:00:00

  • Molecular analysis of the cDNA and genomic DNA encoding mouse RNA helicase A.

    abstract::RNA helicase A is an enzyme that possesses both RNA and DNA helicase activities. In this report, we describe the isolation of a mouse cDNA encoding RNA helicase A. The deduced amino acid sequence derived from mouse RNA helicase A cDNA exhibits 87 and 47% identity to its human and Drosophila homologs, respectively. Usi...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1997.5139

    authors: Lee CG,Eki T,Okumura K,da Costa Soares V,Hurwitz J

    更新日期:1998-02-01 00:00:00

  • Structure of the human 4-hydroxyphenylpyruvic acid dioxygenase gene (HPD).

    abstract::4-Hydroxyphenylpyruvic acid dioxygenase (HPD) is an important enzyme in tyrosine catabolism in most organisms. The activity of this enzyme is expressed mainly in the liver and developmentally regulated in mammals, and a genetic deficiency in this enzyme in humans and mice leads to hereditary tyrosinemia type 3. Using ...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1994.1540

    authors: Awata H,Endo F,Matsuda I

    更新日期:1994-10-01 00:00:00

  • CEPH consortium Map of chromosome 9.

    abstract::This paper describes the Centre d'Etude du Polymorphisme Humain (CEPH) consortium linkage map of chromosome 9. A total of 124 markers were typed in the CEPH family DNAs by 14 contributing laboratories; of these, 42 loci are ordered on the map with likelihood support of at least 1000:1. The uniquely placed markers incl...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1994.1049

    authors: Attwood J,Chiano M,Collins A,Donis-Keller H,Dracopoli N,Fountain J,Falk C,Goudie D,Gusella J,Haines J

    更新日期:1994-01-15 00:00:00

  • Evidence that the SRY protein is encoded by a single exon on the human Y chromosome.

    abstract::To facilitate studies of the SRY gene, a 4741-bp portion of the sex-determining region of the human Y chromosome was sequenced and characterized. Two RNAs were found to hybridize to this genomic segment, one transcript deriving from SRY and the second cross-hybridizing to a pseudogene located 2.5 kb 5' of the SRY open...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1993.1395

    authors: Behlke MA,Bogan JS,Beer-Romero P,Page DC

    更新日期:1993-09-01 00:00:00

  • Physical and genetic maps for chromosome 10.

    abstract::A fluorescence in situ hybridization (FISH) physical map of 14 polymorphic loci on chromosome 10 covers over 62% of the fractional length of chromosome 10. The positions of three previously mapped loci are confirmed, nine more are refined, and two new loci are cytogenetically mapped. The order of loci determined by FI...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1993.1192

    authors: Lichter JB,Difilippantonio MJ,Pakstis AJ,Goodfellow PJ,Ward DC,Kidd KK

    更新日期:1993-05-01 00:00:00

  • Sole head transcriptomics reveals a coordinated developmental program during metamorphosis.

    abstract::Most teleosts undergo a thyroid hormone (TH) regulated larval to juvenile transition known as metamorphosis. In Pleuronectiformes (flatfish), metamorphosis is most dramatic, and one eye of the symmetric pelagic larvae migrates to the opposite side of the head, giving rise to an asymmetric benthic juvenile with both ey...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2019.04.011

    authors: Louro B,Marques JP,Manchado M,Power DM,Campinho MA

    更新日期:2020-01-01 00:00:00

  • Mapping of human chromosome 5 microsatellite DNA polymorphisms.

    abstract::Thirteen moderately to highly informative microsatellite DNA polymorphisms based on (dC-dA)n.(dG-dT)n repeats were mapped to segments of human chromosome 5 using both linkage analysis and a panel of somatic cell hybrids which contained rearranged chromosomes. The markers were distributed throughout most of the length ...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/0888-7543(91)90077-r

    authors: Weber JL,Polymeropoulos MH,May PE,Kwitek AE,Xiao H,McPherson JD,Wasmuth JJ

    更新日期:1991-11-01 00:00:00

  • Mapping of equine cerebellar abiotrophy to ECA2 and identification of a potential causative mutation affecting expression of MUTYH.

    abstract::Equine Cerebellar Abiotrophy (CA) is a neurological disease found in Arabian horses. CA is characterized by post-natal degeneration of the Purkinje cells of the cerebellum. Signs of CA include ataxia, head tremors, and a lack of balance equilibrium. We have discovered a linkage of the CA phenotype to a microsatellite ...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2010.11.006

    authors: Brault LS,Cooper CA,Famula TR,Murray JD,Penedo MC

    更新日期:2011-02-01 00:00:00

  • The boundary of macaque rDNA is constituted by low-copy sequences conserved during evolution.

    abstract::In Macaca mulatta, the single rDNA array is flanked by a patchwork of sequences including subregions of human Yp11.2, 4q35.2, and 10p15.3. This composite DNA region is characterized by unique or low-copy sequences, resembling a potentially transcribed region. The analysis of Cercopithecus aethiops, Presbytis cristata,...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/j.ygeno.2006.05.001

    authors: Bodega B,Cardone MF,Rocchi M,Meneveri R,Marozzi A,Ginelli E

    更新日期:2006-11-01 00:00:00

  • Detection of obesity QTLs on mouse chromosomes 1 and 7 by selective DNA pooling.

    abstract::The inheritance of obesity has been analyzed in an intercross between the lean 129/Sv mouse strain and the obesity-prone EL/Suz mouse strain. The weights of three major fat pads were determined on 4-month-old mice, and the sum of these weights, divided by body weight, was used as an adiposity index. The strategy of se...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1006/geno.1996.0302

    authors: Taylor BA,Phillips SJ

    更新日期:1996-06-15 00:00:00

  • Chromosomal localization of a cytochrome b5 gene to human chromosome 18 and a cytochrome b5 pseudogene to the X chromosome.

    abstract::We have isolated cDNA clones that code for human cytochrome b5. Owing to the high degree of evolutionary conservation of cytochrome b5 sequences and the existence of human and rodent cytochrome b5 processed pseudogenes, we were unable to map unambiguously the chromosomal localization of the human gene(s) by Southern b...

    journal_title:Genomics

    pub_type: 杂志文章

    doi:10.1016/0888-7543(91)90136-3

    authors: Shephard EA,Povey S,Spurr NK,Phillips IR

    更新日期:1991-10-01 00:00:00