PubMed Health⌕ Search

Biomedical subjects

Daniel J Park

Publications and source records attributed to Daniel J Park.

9 recordsLinked to original sources
PubMed2026

Scalable near-real-time Bayesian phylogenetics for outbreaks with Delphy.

Pathogen genomic analysis is central to tracking, understanding and containing outbreaks1-13, but the complexity and cost of state-of-the-art phylogenetic tools limit global access and impact. Here we introduce Delphy, an exact reformulation of Bayesian phylogenetics14-17 designed to transform its speed, scalability and accessibility while retaining Bayesian state-of-the-art accuracy. Delphy's central data structure, an explicit mutation-annotated tree, takes advantage of the high sequence similarity of large-scale epidemic datasets18-20 for efficient tree exploration and convergence. By reproducing key analyses from recent major epidemics, including Ebola1,21, Zika2, SARS-CoV-2 (ref. 22), mpox3,4 and H5N1 (refs. 23,24), we demonstrate state-of-the-art accuracy with up to 2-3 orders of magnitude improvements in speed. Assessing Delphy's scalability, we show that a simulated dataset of 100,000 sequences can be analysed within a day. We distribute Delphy as a client-side web application that enables local, interactive analysis of raw data on the user's machine. Delphy automatically identifies key viral lineages and mutations, as well as their emergence and prevalence through time, with quantified uncertainties grounded in Bayesian theory. Delphy establishes Bayesian phylogenetics as a fast, accessible frontline tool for future outbreak response.

Journal Article↗
PubMed2006

A sequence-oriented comparison of gene expression measurements across different hybridization-based technologies.

Over the last decade, gene expression microarrays have had a profound impact on biomedical research. The diversity of platforms and analytical methods available to researchers have made the comparison of data from multiple platforms challenging. In this study, we describe a framework for comparisons across platforms and laboratories. We have attempted to include nearly all the available commercial and 'in-house' platforms. Using probe sequences matched at the exon level improved consistency of measurements across the different microarray platforms compared to annotation-based matches. Generally, consistency was good for highly expressed genes, and variable for genes with lower expression values as confirmed by quantitative real-time (QRT)-PCR. Concordance of measurements was higher between laboratories on the same platform than across platforms. We demonstrate that, after stringent preprocessing, commercial arrays were more consistent than in-house arrays, and by most measures, one-dye platforms were more consistent than two-dye platforms.

Chromosome Mapping↗
PubMed2005

Characterisation of the marsupial-specific ATRY gene: implications for the evolution of male-specific function.

Many or most genes on the mammal Y chromosome evolved a testis-specific function after diverging from an X-borne copy with a general function in both sexes. In marsupial but not eutherian mammals, a testis-specific orthologue (ATRY) of the widely expressed X-borne ATRX gene lies on the Y chromosome. Since mutations in human ATRX cause sex reversal, it is possible that one function of ATRY in marsupials is testicular differentiation. We report here the isolation and sequencing of the tammar wallaby (Macropus eugenii) ATRY cDNA, and comparison of its sequence with that of tammar ATRX. The evolution of a testis-specific function for the ATRY protein distinct from the general role of ATRX in both sexes has been accompanied by sequence changes in many protein domains that would alter protein binding partners. A large open reading frame encodes a 1771 amino acid ATRY protein that has diverged extensively from ATRX. The conservation and loss of particular motifs identify those required for testicular function (ATRY) and function in other tissues (ATRX).

Amino Acid Sequence↗
PubMed2004

Comparative analysis of ATRX, a chromatin remodeling protein.

The ATRX protein, associated with X-linked alpha-thalassaemia, mental retardation and developmental abnormalities including genital dysgenesis, has been proposed to function as a global transcriptional regulator within a multi-protein complex. However, an understanding of the composition and mechanics of this machinery has remained elusive. We applied inter-specific comparative analysis to identify conserved elements which may be involved in regulating the conformation of chromatin. As part of this study, we cloned and sequenced the entire translatable coding region (7.4 kb) of the ATRX gene from a model marsupial (tammar wallaby, Macropus eugenii). We identify an ATRX ancestral core, conserved between plants, fish and mammals, comprising the cysteine-rich and SWI2/SNF2 helicase-like regions and protein interaction domains. Our data are consistent with the model of the cysteine-rich region as a DNA-binding zinc finger adjacent to a protein-binding (plant homeodomain-like) domain. Alignment of vertebrate ATRX sequences highlights other conserved elements, including a negatively charged mammalian sequence which we propose to be involved in binding of positively charged histone tails.

Amino Acid Sequence↗
PubMed2004

Brain kinetics of methylphenidate (Ritalin) enantiomers after oral administration.

Methylphenidate (MP) (Ritalin) is widely used for the treatment of attention deficit hyperactivity disorder (ADHD). It is a chiral drug, marketed as the racemic mixture of d- and l-threo enantiomers. Our previous studies (PET and microdialysis) in humans, baboons, and rats confirm the notion that pharmacological specificity of MP resides predominantly in the d-isomer. A recent report that intraperitoneally (i.p.) administered l-threo-MP displayed potent, dose-dependent inhibition of cocaine- or apomorphine-induced locomotion in rats, raises the question of whether l-threo-MP has a similar effect when given orally. It has been speculated that l-threo-MP is poorly absorbed in humans when it is given orally because of rapid presystemic metabolism. To investigate whether l-threo-MP or its metabolites can be delivered to the brain when it is given orally, and whether l-threo-MP is pharmacologically active. PET and MicroPET studies were carried out in baboons and rats using orally delivered C-11-labeled d- and l-threo-MP ([methyl-(11)C]d-threo-MP and [methyl-(11)C]l-threo-MP). In addition, we assessed the effects of i.p. l-threo-MP on spontaneous and cocaine-stimulated locomotor activity in mice. There was a higher global uptake of carbon-11 in both baboon and rat brain for oral [(11)C]l-threo-MP than for oral [(11)C]d-threo-MP. Analysis of the chemical form of radioactivity in rat brain after [(11)C]d-threo-MP indicated mainly unchanged tracer, whereas with [(11)C]l-threo-MP, it was mainly a labeled metabolite. The possibility that this labeled metabolite might be [(11)C]methanol or [(11)C]CO(2), derived from demethylation, was excluded by ex vivo studies in rats. When l-threo-MP was given i.p. to mice at a dose of 3 mg/kg, it neither stimulated locomotor activity nor inhibited the increased locomotor activity due to cocaine administration. These results suggest that, in animal models, l-threo-MP or its metabolite(s) is (are) absorbed from the gastrointestinal tract and enters the brain after oral administration, but that l-threo-MP may not be pharmacologically active. These results are pertinent to the question of whether l-threo-MP contributes to the behavioral and side effect profile of MP during treatment of ADHD.

Administration, Oral↗
PubMed2004

ATRX and sex differentiation.

Most interest in the gene encoding the alpha-thalassemia, mental retardation, X-linked protein (ATRX) has traditionally been focused on its role in brain development and globin regulation. However, mutations in the ATRX gene also cause varying degrees of gonadal and urogenital abnormalities. These range from small testes to ambiguous external genitalia in XY individuals. ATRX is of great interest because this very large protein is one of the least understood proteins involved in mammalian sexual development. Although the biochemical role of ATRX remains unknown, recent and emerging evidence implicates ATRX in chromatin remodeling. We review what is known about ATRX as a chromatin remodeling protein, and its role in mammalian sex differentiation.

Chromatin↗
PubMed2004

Universal fast walking applied to cDNA.

The elucidation of cDNA sequence remains problematic in cases such as genes possessing long coding regions, low expression levels, or poor library coverage. The recently described Universal Fast Walk (UFW) procedure offers a means of determining DNA sequence adjacent to characterised regions. To date, however, the approach has been applied only to genomic DNA. We demonstrate the first successful application of the UFW procedure to the elucidation of cDNA sequence, a previously unknown region of the large tammar wallaby ATRX gene in the theoretically more challenging 3' direction. To do this, we modified the previously published method by including an initial linear amplification and a final, fully nested PCR. We also exchanged buffers between preparative enzyme reactions to ensure optimal conditions for successive steps. These additional steps ensured a product not observed in their absence. UFW, therefore, represents a powerful alternative mechanism for the cloning and sequencing of cDNA, harnessing the exquisite sensitivity and specificity of fully nested PCR in challenging cloning scenarios where conventional 5' or 3' RACE may fail.

Animals↗
PubMed2003

3' RACE walking along a large cDNA employing tiered suppression PCR.

Large genes present particular cloning difficulties, especially when expressed at relatively low levels. We describe a novel method, termed 3' rapid amplification of cDNA ends (RACE) walking, for the rapid determination of unknown 3' flanking sequence of a large cDNA. The technique is a derivative of the anchored PCR 5' RACE procedure but includes a specific and limited second-strand cDNA synthesis and a tiered "panhandle" suppression of nonspecific products. The method generated 900 bp of new sequence for the large tammar wallaby ATRY gene in two easy steps, in which standard 3' RACE and PCR-based cDNA library walking proved unsuccessful. This robust approach represents a new tool for isolating unknown sequence under challenging cloning scenarios such as poor library representation, long coding regions, long 3' untranslated regions, and difficult template regions.

Animals↗