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Dive into the research topics where Nathan Lakey is active.

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Featured researches published by Nathan Lakey.


Nature | 2013

Oil palm genome sequence reveals divergence of interfertile species in Old and New worlds

Rajinder Singh; Meilina Ong-Abdullah; Eng Ti Leslie Low; Mohamad Arif Abdul Manaf; Rozana Rosli; Rajanaidu Nookiah; Leslie Cheng-Li Ooi; Siew Eng Ooi; Kuang Lim Chan; Mohd Amin Ab Halim; Norazah Azizi; Jayanthi Nagappan; Blaire Bacher; Nathan Lakey; Steven W. Smith; Dong He; Michael Hogan; Muhammad A. Budiman; Ernest K. Lee; Rob DeSalle; David Kudrna; Jose Luis Goicoechea; Rod A. Wing; Richard Wilson; Robert S. Fulton; Jared M. Ordway; Robert A. Martienssen; Ravigadevi Sambanthamurthi

Oil palm is the most productive oil-bearing crop. Although it is planted on only 5% of the total world vegetable oil acreage, palm oil accounts for 33% of vegetable oil and 45% of edible oil worldwide, but increased cultivation competes with dwindling rainforest reserves. We report the 1.8-gigabase (Gb) genome sequence of the African oil palm Elaeis guineensis, the predominant source of worldwide oil production. A total of 1.535 Gb of assembled sequence and transcriptome data from 30 tissue types were used to predict at least 34,802 genes, including oil biosynthesis genes and homologues of WRINKLED1 (WRI1), and other transcriptional regulators, which are highly expressed in the kernel. We also report the draft sequence of the South American oil palm Elaeis oleifera, which has the same number of chromosomes (2n = 32) and produces fertile interspecific hybrids with E. guineensis but seems to have diverged in the New World. Segmental duplications of chromosome arms define the palaeotetraploid origin of palm trees. The oil palm sequence enables the discovery of genes for important traits as well as somaclonal epigenetic alterations that restrict the use of clones in commercial plantings, and should therefore help to achieve sustainability for biofuels and edible oils, reducing the rainforest footprint of this tropical plantation crop.


PLOS Biology | 2005

Sorghum genome sequencing by methylation filtration.

Joseph A. Bedell; Muhammad A. Budiman; Andrew Nunberg; Robert W. Citek; Dan Robbins; Joshua Jones; Elizabeth Flick; Theresa Rohlfing; Jason Alan Fries; Kourtney Bradford; Jennifer McMenamy; Michael L. Smith; Heather Holeman; Bruce A. Roe; Graham B. Wiley; Ian Korf; Pablo D. Rabinowicz; Nathan Lakey; W. Richard McCombie; Jeffrey A. Jeddeloh; Robert A. Martienssen

Sorghum bicolor is a close relative of maize and is a staple crop in Africa and much of the developing world because of its superior tolerance of arid growth conditions. We have generated sequence from the hypomethylated portion of the sorghum genome by applying methylation filtration (MF) technology. The evidence suggests that 96% of the genes have been sequence tagged, with an average coverage of 65% across their length. Remarkably, this level of gene discovery was accomplished after generating a raw coverage of less than 300 megabases of the 735-megabase genome. MF preferentially captures exons and introns, promoters, microRNAs, and simple sequence repeats, and minimizes interspersed repeats, thus providing a robust view of the functional parts of the genome. The sorghum MF sequence set is beneficial to research on sorghum and is also a powerful resource for comparative genomics among the grasses and across the entire plant kingdom. Thousands of hypothetical gene predictions in rice and Arabidopsis are supported by the sorghum dataset, and genomic similarities highlight evolutionarily conserved regions that will lead to a better understanding of rice and Arabidopsis.


Nature | 2015

Loss of Karma transposon methylation underlies the mantled somaclonal variant of oil palm

Meilina Ong-Abdullah; Jared M. Ordway; Nan Jiang; Siew Eng Ooi; Sau-Yee Kok; Norashikin Sarpan; Nuraziyan Azimi; Ahmad Tarmizi Hashim; Zamzuri Ishak; Samsul Kamal Rosli; Fadila Ahmad Malike; Nor Azwani Abu Bakar; Marhalil Marjuni; Norziha Abdullah; Zulkifli Yaakub; Mohd Din Amiruddin; Rajanaidu Nookiah; Rajinder Singh; Eng-Ti Leslie Low; Kuang-Lim Chan; Norazah Azizi; Steven W. Smith; Blaire Bacher; Muhammad A. Budiman; Andrew Van Brunt; Corey Wischmeyer; Melissa Beil; Michael Hogan; Nathan Lakey; Chin-Ching Lim

Somaclonal variation arises in plants and animals when differentiated somatic cells are induced into a pluripotent state, but the resulting clones differ from each other and from their parents. In agriculture, somaclonal variation has hindered the micropropagation of elite hybrids and genetically modified crops, but the mechanism responsible remains unknown. The oil palm fruit ‘mantled’ abnormality is a somaclonal variant arising from tissue culture that drastically reduces yield, and has largely halted efforts to clone elite hybrids for oil production. Widely regarded as an epigenetic phenomenon, ‘mantling’ has defied explanation, but here we identify the MANTLED locus using epigenome-wide association studies of the African oil palm Elaeis guineensis. DNA hypomethylation of a LINE retrotransposon related to rice Karma, in the intron of the homeotic gene DEFICIENS, is common to all mantled clones and is associated with alternative splicing and premature termination. Dense methylation near the Karma splice site (termed the Good Karma epiallele) predicts normal fruit set, whereas hypomethylation (the Bad Karma epiallele) predicts homeotic transformation, parthenocarpy and marked loss of yield. Loss of Karma methylation and of small RNA in tissue culture contributes to the origin of mantled, while restoration in spontaneous revertants accounts for non-Mendelian inheritance. The ability to predict and cull mantling at the plantlet stage will facilitate the introduction of higher performing clones and optimize environmentally sensitive land resources.


PLOS ONE | 2007

Identification of Novel High-Frequency DNA Methylation Changes in Breast Cancer

Jared M. Ordway; Muhammad A. Budiman; Yulia Korshunova; Rebecca Maloney; Joseph A. Bedell; Robert W. Citek; Blaire Bacher; Seth Peterson; Tracy Rohlfing; Jacqueline A. Hall; Robert Brown; Nathan Lakey; R. W. Doerge; Robert A. Martienssen; Jorge Leon; John D. McPherson; Jeffrey A. Jeddeloh

Recent data have revealed that epigenetic alterations, including DNA methylation and chromatin structure changes, are among the earliest molecular abnormalities to occur during tumorigenesis. The inherent thermodynamic stability of cytosine methylation and the apparent high specificity of the alterations for disease may accelerate the development of powerful molecular diagnostics for cancer. We report a genome-wide analysis of DNA methylation alterations in breast cancer. The approach efficiently identified a large collection of novel differentially DNA methylated loci (∼200), a subset of which was independently validated across a panel of over 230 clinical samples. The differential cytosine methylation events were independent of patient age, tumor stage, estrogen receptor status or family history of breast cancer. The power of the global approach for discovery is underscored by the identification of a single differentially methylated locus, associated with the GHSR gene, capable of distinguishing infiltrating ductal breast carcinoma from normal and benign breast tissues with a sensitivity and specificity of 90% and 96%, respectively. Notably, the frequency of these molecular abnormalities in breast tumors substantially exceeds the frequency of any other single genetic or epigenetic change reported to date. The discovery of over 50 novel DNA methylation-based biomarkers of breast cancer may provide new routes for development of DNA methylation-based diagnostics and prognostics, as well as reveal epigenetically regulated mechanism involved in breast tumorigenesis.


Nature | 2013

The oil palm SHELL gene controls oil yield and encodes a homologue of SEEDSTICK

Rajinder Singh; Eng-Ti Leslie Low; Leslie Cheng-Li Ooi; Meilina Ong-Abdullah; Ngoot-Chin Ting; Jayanthi Nagappan; Rajanaidu Nookiah; Mohd Din Amiruddin; Rozana Rosli; Mohamad Arif Abdul Manaf; Kuang-Lim Chan; Mohd Amin Ab Halim; Norazah Azizi; Nathan Lakey; Steven W. Smith; Muhammad A. Budiman; Michael Hogan; Blaire Bacher; Andrew Van Brunt; Chunyan Wang; Jared M. Ordway; Ravigadevi Sambanthamurthi; Robert A. Martienssen

A key event in the domestication and breeding of the oil palm Elaeis guineensis was loss of the thick coconut-like shell surrounding the kernel. Modern E. guineensis has three fruit forms, dura (thick-shelled), pisifera (shell-less) and tenera (thin-shelled), a hybrid between dura and pisifera. The pisifera palm is usually female-sterile. The tenera palm yields far more oil than dura, and is the basis for commercial palm oil production in all of southeast Asia. Here we describe the mapping and identification of the SHELL gene responsible for the different fruit forms. Using homozygosity mapping by sequencing, we found two independent mutations in the DNA-binding domain of a homologue of the MADS-box gene SEEDSTICK (STK, also known as AGAMOUS-LIKE 11), which controls ovule identity and seed development in Arabidopsis. The SHELL gene is responsible for the tenera phenotype in both cultivated and wild palms from sub-Saharan Africa, and our findings provide a genetic explanation for the single gene hybrid vigour (or heterosis) attributed to SHELL, via heterodimerization. This gene mutation explains the single most important economic trait in oil palm, and has implications for the competing interests of global edible oil production, biofuels and rainforest conservation.


Nature Communications | 2014

The oil palm VIRESCENS gene controls fruit colour and encodes a R2R3-MYB

Rajinder Singh; Eng Ti Leslie Low; Leslie Cheng-Li Ooi; Meilina Ong-Abdullah; Rajanaidu Nookiah; Ngoot-Chin Ting; Marhalil Marjuni; Chan Pl; Ithnin M; Mohamad Arif Abdul Manaf; Jayanthi Nagappan; Kuang-Lim Chan; Rozana Rosli; Mohd Amin Ab Halim; Norazah Azizi; Muhammad A. Budiman; Nathan Lakey; Blaire Bacher; Van Brunt A; Wang C; Michael Hogan; He D; MacDonald Jd; Steven W. Smith; Jared M. Ordway; Robert A. Martienssen; Ravigadevi Sambanthamurthi

Oil palm, a plantation crop of major economic importance in Southeast Asia, is the predominant source of edible oil worldwide. We report the identification of the VIRESCENS (VIR) gene, which controls fruit exocarp colour and is an indicator of ripeness. VIR is a R2R3-MYB transcription factor with homology to Lilium LhMYB12 and similarity to Arabidopsis PRODUCTION OF ANTHOCYANIN PIGMENT1 (PAP1). We identify five independent mutant alleles of VIR in over 400 accessions from sub-Saharan Africa that account for the dominant-negative virescens phenotype. Each mutation results in premature termination of the carboxy-terminal domain of VIR, resembling McClintock’s C1-I allele in maize. The abundance of alleles likely reflects cultural practices, by which fruits were venerated for magical and medicinal properties. The identification of VIR will allow selection of the trait at the seed or early-nursery stage, 3-6 years before fruits are produced, greatly advancing introgression into elite breeding material.


Frontiers in Plant Science | 2016

Non-tenera Contamination and the Economic Impact of SHELL Genetic Testing in the Malaysian Independent Oil Palm Industry

Leslie Cheng-Li Ooi; Eng-Ti Leslie Low; Meilina Ong Abdullah; Rajanaidu Nookiah; Ngoot C. Ting; Jayanthi Nagappan; Mohamad Arif Abdul Manaf; Kuang-Lim Chan; Mohd Amin Ab Halim; Norazah Azizi; Wahid Omar; Abdul J. Murad; Nathan Lakey; Jared Ordway; Anthony Favello; Muhammad A. Budiman; Andrew Van Brunt; Melissa Beil; Michael T. Leininger; Nan Jiang; Steven W. Smith; Clyde R. Brown; Alex C. S. Kuek; Shabani Bahrain; Allison Hoynes-O’Connor; Amelia Y. Nguyen; Hemangi G. Chaudhari; Shivam A. Shah; Yuen-May Choo; Ravigadevi Sambanthamurthi

Oil palm (Elaeis guineensis) is the most productive oil bearing crop worldwide. It has three fruit forms, namely dura (thick-shelled), pisifera (shell-less) and tenera (thin-shelled), which are controlled by the SHELL gene. The fruit forms exhibit monogenic co-dominant inheritance, where tenera is a hybrid obtained by crossing maternal dura and paternal pisifera palms. Commercial palm oil production is based on planting thin-shelled tenera palms, which typically yield 30% more oil than dura palms, while pisifera palms are female-sterile and have little to no palm oil yield. It is clear that tenera hybrids produce more oil than either parent due to single gene heterosis. The unintentional planting of dura or pisifera palms reduces overall yield and impacts land utilization that would otherwise be devoted to more productive tenera palms. Here, we identify three additional novel mutant alleles of the SHELL gene, which encode a type II MADS-box transcription factor, and determine oil yield via control of shell fruit form phenotype in a manner similar to two previously identified mutant SHELL alleles. Assays encompassing all five mutations account for all dura and pisifera palms analyzed. By assaying for these variants in 10,224 mature palms or seedlings, we report the first large scale accurate genotype-based determination of the fruit forms in independent oil palm planting sites and in the nurseries that supply them throughout Malaysia. The measured non-tenera contamination rate (10.9% overall on a weighted average basis) underscores the importance of SHELL genetic testing of seedlings prior to planting in production fields. By eliminating non-tenera contamination, comprehensive SHELL genetic testing can improve sustainability by increasing yield on existing planted lands. In addition, economic modeling demonstrates that SHELL gene testing will confer substantial annual economic gains to the oil palm industry, to Malaysian gross national income and to Malaysian government tax receipts.


Genome Research | 2005

Differential methylation of genes and repeats in land plants

Pablo D. Rabinowicz; Robert W. Citek; Muhammad A. Budiman; Andrew Nunberg; Joseph A. Bedell; Nathan Lakey; A. O'Shaughnessy; Lidia Nascimento; W. Richard McCombie; Robert A. Martienssen


Genome Research | 2007

Massively parallel bisulphite pyrosequencing reveals the molecular complexity of breast cancer-associated cytosine-methylation patterns obtained from tissue and serum DNA

Yulia Korshunova; Rebecca Maloney; Nathan Lakey; Robert W. Citek; Blaire Bacher; Arief Budiman; Jared Ordway; W. Richard McCombie; Jorge Leon; Jeffrey A. Jeddeloh; John D. McPherson


Carcinogenesis | 2006

Comprehensive DNA methylation profiling in a human cancer genome identifies novel epigenetic targets

Jared M. Ordway; Joseph A. Bedell; Robert W. Citek; Andrew Nunberg; A. Garrido; R. Kendall; John R. Stevens; Dachuang Cao; R. W. Doerge; Yulia Korshunova; H. Holemon; John D. McPherson; Nathan Lakey; Jorge Leon; Robert A. Martienssen; Jeffrey A. Jeddeloh

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Jared Ordway

University of Alabama at Birmingham

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Theresa Rohlfing

Washington University in St. Louis

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Robert A. Martienssen

Cold Spring Harbor Laboratory

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Michael Hogan

Malaysian Palm Oil Board

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