100 results on '"Thiruvarangan Ramaraj"'
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2. Transcriptional changes and preservation of bone mass in hibernating black bears
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Anna V. Goropashnaya, Øivind Tøien, Thiruvarangan Ramaraj, Anitha Sundararajan, Faye D. Schilkey, Brian M. Barnes, Seth W. Donahue, and Vadim B. Fedorov
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Medicine ,Science - Abstract
Abstract Physical inactivity leads to losses of bone mass and strength in most mammalian species. In contrast, hibernating bears show no bone loss over the prolonged periods (4–6 months) of immobility during winter, which suggests that they have adaptive mechanisms to preserve bone mass. To identify transcriptional changes that underlie molecular mechanisms preventing disuse osteoporosis, we conducted a large-scale gene expression screening in the trabecular bone and bone marrow, comparing hibernating and summer active bears through sequencing of the transcriptome. Gene set enrichment analysis showed a coordinated down-regulation of genes involved in bone resorption, osteoclast differentiation and signaling, and apoptosis during hibernation. These findings are consistent with previous histological findings and likely contribute to the preservation of bone during the immobility of hibernation. In contrast, no significant enrichment indicating directional changes in gene expression was detected in the gene sets of bone formation and osteoblast signaling in hibernating bears. Additionally, we revealed significant and coordinated transcriptional induction of gene sets involved in aerobic energy production including fatty acid beta oxidation, tricarboxylic acid cycle, oxidative phosphorylation, and mitochondrial metabolism. Mitochondrial oxidation was likely up-regulated by transcriptionally induced AMPK/PGC1α pathway, an upstream stimulator of mitochondrial function.
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- 2021
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3. De Novo Genome Sequence Assemblies of Gossypium raimondii and Gossypium turneri
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Joshua A. Udall, Evan Long, Chris Hanson, Daojun Yuan, Thiruvarangan Ramaraj, Justin L. Conover, Lei Gong, Mark A. Arick, Corrinne E. Grover, Daniel G. Peterson, and Jonathan F. Wendel
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Gossypium raimondii ,Gossypium turneri ,cotton ,genome sequence ,PacBio ,Genetics ,QH426-470 - Abstract
Cotton is an agriculturally important crop. Because of its importance, a genome sequence of a diploid cotton species (Gossypium raimondii, D-genome) was first assembled using Sanger sequencing data in 2012. Improvements to DNA sequencing technology have improved accuracy and correctness of assembled genome sequences. Here we report a new de novo genome assembly of G. raimondii and its close relative G. turneri. The two genomes were assembled to a chromosome level using PacBio long-read technology, HiC, and Bionano optical mapping. This report corrects some minor assembly errors found in the Sanger assembly of G. raimondii. We also compare the genome sequences of these two species for gene composition, repetitive element composition, and collinearity. Most of the identified structural rearrangements between these two species are due to intra-chromosomal inversions. More inversions were found in the G. turneri genome sequence than the G. raimondii genome sequence. These findings and updates to the D-genome sequence will improve accuracy and translation of genomics to cotton breeding and genetics.
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- 2019
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4. Corrigendum: Novel Meiotic miRNAs and Indications for a Role of PhasiRNAs in Meiosis
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Stefanie Dukowic-Schulze, Anitha Sundararajan, Thiruvarangan Ramaraj, Shahryar Kianian, Wojciech P. Pawlowski, Joann Mudge, and Changbin Chen
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meiosis ,meiocytes ,small RNA ,phasiRNA ,DNA methylation ,maize ,Plant culture ,SB1-1110 - Published
- 2020
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5. Strategies for optimizing BioNano and Dovetail explored through a second reference quality assembly for the legume model, Medicago truncatula
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Karen M. Moll, Peng Zhou, Thiruvarangan Ramaraj, Diego Fajardo, Nicholas P. Devitt, Michael J. Sadowsky, Robert M. Stupar, Peter Tiffin, Jason R. Miller, Nevin D. Young, Kevin A. T. Silverstein, and Joann Mudge
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Genome assembly ,Next generation sequencing ,BioNano ,Dovetail ,PacBio ,Medicago truncatula ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Third generation sequencing technologies, with sequencing reads in the tens- of kilo-bases, facilitate genome assembly by spanning ambiguous regions and improving continuity. This has been critical for plant genomes, which are difficult to assemble due to high repeat content, gene family expansions, segmental and tandem duplications, and polyploidy. Recently, high-throughput mapping and scaffolding strategies have further improved continuity. Together, these long-range technologies enable quality draft assemblies of complex genomes in a cost-effective and timely manner. Results Here, we present high quality genome assemblies of the model legume plant, Medicago truncatula (R108) using PacBio, Dovetail Chicago (hereafter, Dovetail) and BioNano technologies. To test these technologies for plant genome assembly, we generated five assemblies using all possible combinations and ordering of these three technologies in the R108 assembly. While the BioNano and Dovetail joins overlapped, they also showed complementary gains in continuity and join numbers. Both technologies spanned repetitive regions that PacBio alone was unable to bridge. Combining technologies, particularly Dovetail followed by BioNano, resulted in notable improvements compared to Dovetail or BioNano alone. A combination of PacBio, Dovetail, and BioNano was used to generate a high quality draft assembly of R108, a M. truncatula accession widely used in studies of functional genomics. As a test for the usefulness of the resulting genome sequence, the new R108 assembly was used to pinpoint breakpoints and characterize flanking sequence of a previously identified translocation between chromosomes 4 and 8, identifying more than 22.7 Mb of novel sequence not present in the earlier A17 reference assembly. Conclusions Adding Dovetail followed by BioNano data yielded complementary improvements in continuity over the original PacBio assembly. This strategy proved efficient and cost-effective for developing a quality draft assembly compared to traditional reference assemblies.
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- 2017
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6. Hybrid assembly with long and short reads improves discovery of gene family expansions
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Jason R. Miller, Peng Zhou, Joann Mudge, James Gurtowski, Hayan Lee, Thiruvarangan Ramaraj, Brian P. Walenz, Junqi Liu, Robert M. Stupar, Roxanne Denny, Li Song, Namrata Singh, Lyza G. Maron, Susan R. McCouch, W. Richard McCombie, Michael C. Schatz, Peter Tiffin, Nevin D. Young, and Kevin A. T. Silverstein
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Genome assembly ,Hybrid assembly pipeline ,Tandem repeats ,Medicago truncatula ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Long-read and short-read sequencing technologies offer competing advantages for eukaryotic genome sequencing projects. Combinations of both may be appropriate for surveys of within-species genomic variation. Methods We developed a hybrid assembly pipeline called “Alpaca” that can operate on 20X long-read coverage plus about 50X short-insert and 50X long-insert short-read coverage. To preclude collapse of tandem repeats, Alpaca relies on base-call-corrected long reads for contig formation. Results Compared to two other assembly protocols, Alpaca demonstrated the most reference agreement and repeat capture on the rice genome. On three accessions of the model legume Medicago truncatula, Alpaca generated the most agreement to a conspecific reference and predicted tandemly repeated genes absent from the other assemblies. Conclusion Our results suggest Alpaca is a useful tool for investigating structural and copy number variation within de novo assemblies of sampled populations.
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- 2017
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7. Exploring structural variation and gene family architecture with De Novo assemblies of 15 Medicago genomes
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Peng Zhou, Kevin A. T. Silverstein, Thiruvarangan Ramaraj, Joseph Guhlin, Roxanne Denny, Junqi Liu, Andrew D. Farmer, Kelly P. Steele, Robert M. Stupar, Jason R. Miller, Peter Tiffin, Joann Mudge, and Nevin D. Young
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Ortholog Group ,Syntenic Block ,Short InDels ,Dispensable Genome ,Pairwise Genome Comparison ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Previous studies exploring sequence variation in the model legume, Medicago truncatula, relied on mapping short reads to a single reference. However, read-mapping approaches are inadequate to examine large, diverse gene families or to probe variation in repeat-rich or highly divergent genome regions. De novo sequencing and assembly of M. truncatula genomes enables near-comprehensive discovery of structural variants (SVs), analysis of rapidly evolving gene families, and ultimately, construction of a pan-genome. Results Genome-wide synteny based on 15 de novo M. truncatula assemblies effectively detected different types of SVs indicating that as much as 22% of the genome is involved in large structural changes, altogether affecting 28% of gene models. A total of 63 million base pairs (Mbp) of novel sequence was discovered, expanding the reference genome space for Medicago by 16%. Pan-genome analysis revealed that 42% (180 Mbp) of genomic sequences is missing in one or more accession, while examination of de novo annotated genes identified 67% (50,700) of all ortholog groups as dispensable – estimates comparable to recent studies in rice, maize and soybean. Rapidly evolving gene families typically associated with biotic interactions and stress response were found to be enriched in the accession-specific gene pool. The nucleotide-binding site leucine-rich repeat (NBS-LRR) family, in particular, harbors the highest level of nucleotide diversity, large effect single nucleotide change, protein diversity, and presence/absence variation. However, the leucine-rich repeat (LRR) and heat shock gene families are disproportionately affected by large effect single nucleotide changes and even higher levels of copy number variation. Conclusions Analysis of multiple M. truncatula genomes illustrates the value of de novo assemblies to discover and describe structural variation, something that is often under-estimated when using read-mapping approaches. Comparisons among the de novo assemblies also indicate that different large gene families differ in the architecture of their structural variation.
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- 2017
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8. The Genome Sequence of Gossypioides kirkii Illustrates a Descending Dysploidy in Plants
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Joshua A. Udall, Evan Long, Thiruvarangan Ramaraj, Justin L. Conover, Daojun Yuan, Corrinne E. Grover, Lei Gong, Mark A. Arick, Rick E. Masonbrink, Daniel G. Peterson, and Jonathan F. Wendel
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speciation ,chromosome evolution ,cotton ,structural rearrangements ,Gossypieae ,Plant culture ,SB1-1110 - Abstract
One of the extraordinary aspects of plant genome evolution is variation in chromosome number, particularly that among closely related species. This is exemplified by the cotton genus (Gossypium) and its relatives, where most species and genera have a base chromosome number of 13. The two exceptions are sister genera that have n = 12 (the Hawaiian Kokia and the East African and Madagascan Gossypioides). We generated a high-quality genome sequence of Gossypioides kirkii (n = 12) using PacBio, Bionano, and Hi-C technologies, and compared this assembly to genome sequences of Kokia (n = 12) and Gossypium diploids (n = 13). Previous analysis demonstrated that the directionality of their reduced chromosome number was through large structural rearrangements. A series of structural rearrangements were identified comparing the de novo G. kirkii genome sequence to genome sequences of Gossypium, including chromosome fusions and inversions. Genome comparison between G. kirkii and Gossypium suggests that multiple steps are required to generate the extant structural differences.
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- 2019
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9. Three Strains of Tobacco etch virus Distinctly Alter the Transcriptome of Apical Stem Tissue in Capsicum annuum during Infection
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John F. Murphy, H. Tucker Hallmark, Thiruvarangan Ramaraj, Anitha Sundararajan, Faye Schilkey, and Aaron M. Rashotte
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Tobacco etch virus ,Capsicum annuum ,pepper ,RNA-sequencing ,transcriptome ,Microbiology ,QR1-502 - Abstract
Tobacco etch virus (TEV; genus Potyvirus) is flexuous rod shaped with a single molecule of single-stranded RNA and causes serious yield losses in species in the Solanaceae. Three TEV strains (HAT, Mex21, and N) are genetically distinct and cause different disease symptoms in plants. Here, a transcriptomic RNA sequencing approach was taken for each TEV strain to evaluate gene expression of the apical stem segment of pepper plants during two stages of disease development. Distinct profiles of Differentially Expressed Genes (DEGs) were identified for each TEV strain. DEG numbers increased with degree of symptom severity: 24 from HAT, 1190 from Mex21, and 4010 from N. At 7 days post-inoculation (dpi), when systemic symptoms were similar, there were few DEGs for HAT- and Mex21-infected plants, whereas N-infected plants had 2516 DEGs. DEG patterns from 7 to 14 dpi corresponded to severity of disease symptoms: milder disease with smaller DEG changes for HAT and Mex21 and severe disease with larger DEG changes for N. Strikingly, in each of these comparisons, there are very few overlapping DEGs among the TEV strains, including no overlapping DEGs between all three strains at 7 or 14 dpi.
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- 2021
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10. Salt and oxidative stresses uniquely regulate tomato cytokinin levels and transcriptomic response
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Erika A. Keshishian, H. Tucker Hallmark, Thiruvarangan Ramaraj, Lenka Plačková, Anitha Sundararajan, Faye Schilkey, Ondřej Novák, and Aaron M. Rashotte
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abiotic stress ,cytokinin ,oxidative stress ,RNA‐sequencing ,salt ,Solanum lycopersicum ,Botany ,QK1-989 - Abstract
Abstract Cytokinins are well‐known to be involved in processes responsible for plant growth and development. More recently, these hormones have begun to be associated with stress responses as well. However, it is unclear how changes in cytokinin biosynthesis, signaling, or transport relate to stress effects. This study examines in parallel how two different stresses, salt, and oxidative stress, affect changes in both cytokinin levels and whole plant transcriptome response. Solanum lycopersicum seedlings were given a short‐term (6 hr) exposure to either salt (150 mM NaCl) or oxidative (20 mM H2O2) stress and then examined to determine both changes in cytokinin levels and transcriptome. LC‐MS/MS was used to determine the levels of 22 different types of cytokinins in tomato plants including precursors, active, transported, and conjugated forms. When examining cytokinin levels we found that salt treatment caused an increase in both active and inactive cytokinin levels and oxidative stress caused a decrease in these levels. RNA‐sequencing analyses of these same stress‐treated tissues revealed 6,643 significantly differentially expressed genes (DEGs). Although many DEGs are similar between the two stresses, approximately one‐third of the DEGs in each treatment were unique to that stress. Several cytokinin‐related genes were among the DEGs. Examination of photosystem II efficiency revealed that cytokinins affect physiological response to stress in tomato, further validating the changes in cytokinin levels seen in planta.
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- 2018
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11. Cranberry-derived proanthocyanidins induce a differential transcriptomic response within Candida albicans urinary biofilms.
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Anitha Sundararajan, Hallie S Rane, Thiruvarangan Ramaraj, Johnny Sena, Amy B Howell, Stella M Bernardo, Faye D Schilkey, and Samuel A Lee
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Medicine ,Science - Abstract
Candida albicans is one of the most common causes of hospital-acquired urinary tract infections (UTIs). However, azoles are poorly active against biofilms, echinocandins do not achieve clinically useful urinary concentrations, and amphotericin B exhibits severe toxicities. Thus, novel strategies are needed to prevent Candida UTIs, which are often associated with urinary catheter biofilms. We previously demonstrated that cranberry-derived proanthocyanidins (PACs) prevent C. albicans biofilm formation in an in vitro urinary model. To elucidate functional pathways unique to urinary biofilm development and PAC inhibition, we investigated the transcriptome of C. albicans in artificial urine (AU), with and without PACs. C. albicans biofilm and planktonic cells were cultivated with or without PACs. Genome-wide expression analysis was performed by RNA sequencing. Differentially expressed genes were determined using DESeq2 software; pathway analysis was performed using Cytoscape. Approximately 2,341 of 6,444 total genes were significantly expressed in biofilm relative to planktonic cells. Functional pathway analysis revealed that genes involved in filamentation, adhesion, drug response and transport were up-regulated in urinary biofilms. Genes involved in carbon and nitrogen metabolism and nutrient response were down-regulated. In PAC-treated urinary biofilms compared to untreated control biofilms, 557 of 6,444 genes had significant changes in gene expression. Genes downregulated in PAC-treated biofilms were implicated in iron starvation and adhesion pathways. Although urinary biofilms share key features with biofilms formed in other environments, many genes are uniquely expressed in urinary biofilms. Cranberry-derived PACs interfere with the expression of iron acquisition and adhesion genes within urinary biofilms.
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- 2018
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12. Janthinobacterium CG23_2: Comparative Genome Analysis Reveals Enhanced Environmental Sensing and Transcriptional Regulation for Adaptation to Life in an Antarctic Supraglacial Stream
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Markus Dieser, Heidi J. Smith, Thiruvarangan Ramaraj, and Christine M. Foreman
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janthinobacterium ,comparative genomics ,horizontal gene transfer ,cold adaptation ,environmental sensing ,Biology (General) ,QH301-705.5 - Abstract
As many bacteria detected in Antarctic environments are neither true psychrophiles nor endemic species, their proliferation in spite of environmental extremes gives rise to genome adaptations. Janthinobacterium sp. CG23_2 is a bacterial isolate from the Cotton Glacier stream, Antarctica. To understand how Janthinobacterium sp. CG23_2 has adapted to its environment, we investigated its genomic traits in comparison to genomes of 35 published Janthinobacterium species. While we hypothesized that genome shrinkage and specialization to narrow ecological niches would be energetically favorable for dwelling in an ephemeral Antarctic stream, the genome of Janthinobacterium sp. CG23_2 was on average 1.7 ± 0.6 Mb larger and predicted 1411 ± 499 more coding sequences compared to the other Janthinobacterium spp. Putatively identified horizontal gene transfer events contributed 0.92 Mb to the genome size expansion of Janthinobacterium sp. CG23_2. Genes with high copy numbers in the species-specific accessory genome of Janthinobacterium sp. CG23_2 were associated with environmental sensing, locomotion, response and transcriptional regulation, stress response, and mobile elements—functional categories which also showed molecular adaptation to cold. Our data suggest that genome plasticity and the abundant complementary genes for sensing and responding to the extracellular environment supported the adaptation of Janthinobacterium sp. CG23_2 to this extreme environment.
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- 2019
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13. Molecular and Biological Characterization of a New Isolate of Guinea Pig Cytomegalovirus
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Mark R. Schleiss, Shane McAllister, Anibal G. Armién, Nelmary Hernandez-Alvarado, Claudia Fernández-Alarcón, Jason C. Zabeli, Thiruvarangan Ramaraj, John A. Crow, and Michael A. McVoy
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guinea pig cytomegalovirus ,cytomegalovirus strain variation ,CMV immune evasion ,congenital cytomegalovirus infection ,congenital CMV vaccines ,Microbiology ,QR1-502 - Abstract
Development of a vaccine against congenital infection with human cytomegalovirus is complicated by the issue of re-infection, with subsequent vertical transmission, in women with pre-conception immunity to the virus. The study of experimental therapeutic prevention of re-infection would ideally be undertaken in a small animal model, such as the guinea pig cytomegalovirus (GPCMV) model, prior to human clinical trials. However, the ability to model re-infection in the GPCMV model has been limited by availability of only one strain of virus, the 22122 strain, isolated in 1957. In this report, we describe the isolation of a new GPCMV strain, the CIDMTR strain. This strain demonstrated morphological characteristics of a typical Herpesvirinae by electron microscopy. Illumina and PacBio sequencing demonstrated a genome of 232,778 nt. Novel open reading frames ORFs not found in reference strain 22122 included an additional MHC Class I homolog near the right genome terminus. The CIDMTR strain was capable of dissemination in immune compromised guinea pigs, and was found to be capable of congenital transmission in GPCMV-immune dams previously infected with salivary gland‑adapted strain 22122 virus. The availability of a new GPCMV strain should facilitate study of re-infection in this small animal model.
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- 2014
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14. Crude oil impairs immune function and increases susceptibility to pathogenic bacteria in southern flounder.
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Keith M Bayha, Natalie Ortell, Caitlin N Ryan, Kimberly J Griffitt, Michelle Krasnec, Johnny Sena, Thiruvarangan Ramaraj, Ryan Takeshita, Gregory D Mayer, Faye Schilkey, and Robert J Griffitt
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Medicine ,Science - Abstract
Exposure to crude oil or its individual constituents can have detrimental impacts on fish species, including impairment of the immune response. Increased observations of skin lesions in northern Gulf of Mexico fish during the 2010 Deepwater Horizon oil spill indicated the possibility of oil-induced immunocompromisation resulting in bacterial or viral infection. This study used a full factorial design of oil exposure and bacterial challenge to examine how oil exposure impairs southern flounder (Paralichthys lethostigma) immune function and increases susceptibility to the bacteria Vibrio anguillarum, a causative agent of vibriosis. Fish exposed to oil prior to bacterial challenge exhibited 94.4% mortality within 48 hours of bacterial exposure. Flounder challenged with V. anguillarum without prior oil exposure had
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- 2017
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15. Gene evolutionary trajectories and GC patterns driven by recombination in Zea mays
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Anitha Sundararajan, Stefanie Dukowic-Schulze, Madeline Kwicklis, Kayla Engstrom, Nathan Garcia, Oliver J Oviedo, Thiruvarangan Ramaraj, Michael D Gonzales, Yan He, Minghui Wang, Qi Sun, Jaroslaw Pillardy, Shahryar F Kianian, Wojciech P Pawlowski, Changbin Chen, and Joann Mudge
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Gene Expression ,Meiosis ,Maize ,recombination ,GC ,codon usage ,Plant culture ,SB1-1110 - Abstract
Recombination occurring during meiosis is critical for creating genetic variation and plays an essential role in plant evolution. In addition to creating novel gene combinations, recombination can affect genome structure through altering GC patterns. In maize (Zea mays) and other grasses, another intriguing GC pattern exists. Maize genes show a bimodal GC content distribution that has been attributed to nucleotide bias in the third, or wobble, position of the codon. Recombination may be an underlying driving force given that recombination sites are often associated with high GC content. Here we explore the relationship between recombination and genomic GC patterns by comparing GC gene content at each of the three codon positions (GC1, GC2, and GC3, collectively termed GCx) to instances of a variable GC-rich motif that underlies double strand break (DSB) hotspots and to meiocyte-specific gene expression. Surprisingly, GCx bimodality in maize cannot be fully explained by the codon wobble hypothesis. High GCx genes show a strong overlap with the DSB hotspot motif, possibly providing a mechanism for the high evolutionary rates seen in these genes. On the other hand, genes that are turned on in meiosis (early prophase I) are biased against both high GCx genes and genes with the DSB hotspot motif, possibly allowing important meiotic genes to avoid DSBs. Our data suggests a strong link between the GC-rich motif underlying DSB hotspots and high GCx genes.
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- 2016
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16. Correction to: The transcriptome landscape of early maize meiosis
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Stefanie Dukowic-Schulze, Anitha Sundararajan, Joann Mudge, Thiruvarangan Ramaraj, Andrew D. Farmer, Minghui Wang, Qi Sun, Jaroslaw Pillardy, Shahryar Kianian, Ernest F. Retzel, Wojciech P. Pawlowski, and Changbin Chen
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Botany ,QK1-989 - Abstract
Correction Following publication of the original article [1], the authors reported that the number of genes overlaying the bar graph in Fig. 3A were incorrectly counted and inserted (i.e. including a title tile, and in inverse order). The corrected numbers are below and match with the listed genes supplied in Additional File: Table S2.
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- 2018
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17. Clustering density based gene expression data in the mouse brainstem and comparison to actual neuroanatomy.
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Colin Buenvenida, Brandon Kong, Shane Jung, Kaiwen Kam, Jacob D. Furst, and Thiruvarangan Ramaraj
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- 2024
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18. Curriculum gDRO: Improving Lung Malignancy Classification through Robust Curriculum Task Learning.
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Arun Sivakumar, Yiyang Wang, Roselyne Tchoua, Thiruvarangan Ramaraj, Jacob Furst 0001, and Daniela Stan Raicu
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- 2023
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19. Genotype-to-Phenotype Associations with Frequented Region Variants.
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Indika Kahanda, Buwani Manuweera, Brendan Mumey, Thiruvarangan Ramaraj, Alan M. Cleary, and Joann Mudge
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- 2023
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20. Development of an ontology for biofilms.
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Thiruvarangan Ramaraj, Bo Wen Liu, Britney Gibbs, Azalea Mendoza, David L. Millman, Brendan Mumey, Matthew Fields, and Callum Bell
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- 2023
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21. Lung Nodule Malignancy Subtype Discovery with Semantic Learning.
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Yiyang Wang, Bowen Qiu, Thiruvarangan Ramaraj, Ilyas Ustun, Jacob Furst 0001, and Daniela Raicu
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- 2022
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22. Contextualizing Lung Nodule Malignancy Predictions with Easy vs. Hard Image Classification.
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Edward Xu, Thiruvarangan Ramaraj, Roselyne Tchoua, Jacob Furst 0001, and Daniela Raicu
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- 2022
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23. Pangenome-Wide Association Studies with Frequented Regions.
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Buwani Manuweera, Joann Mudge, Indika Kahanda, Brendan Mumey, Thiruvarangan Ramaraj, and Alan M. Cleary
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- 2019
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24. Exploring Frequented Regions in Pan-Genomic Graphs.
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Alan M. Cleary, Thiruvarangan Ramaraj, Indika Kahanda, Joann Mudge, and Brendan Mumey
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- 2019
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25. Exploring Frequented Regions in Pan-Genomic Graphs.
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Alan M. Cleary, Indika Kahanda, Brendan Mumey, Joann Mudge, and Thiruvarangan Ramaraj
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- 2017
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26. Poster: Pangenome-Wide Association Studies with Frequented Regions.
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Buwani Manuweera, Joann Mudge, Indika Kahanda, Brendan Mumey, Thiruvarangan Ramaraj, and Alan M. Cleary
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- 2019
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27. Dual Domestication, Diversity, and Differential Introgression in Old World Cotton Diploids
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Corrinne E Grover, Mark A Arick, Adam Thrash, Joel Sharbrough, Guanjing Hu, Daojun Yuan, Samantha Snodgrass, Emma R Miller, Thiruvarangan Ramaraj, Daniel G Peterson, Joshua A Udall, and Jonathan F Wendel
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Domestication ,Gossypium ,Ploidies ,Genetics ,Humans ,Diploidy ,Genome, Plant ,Ecology, Evolution, Behavior and Systematics - Abstract
Domestication in the cotton genus is remarkable in that it has occurred independently four different times at two different ploidy levels. Relatively little is known about genome evolution and domestication in the cultivated diploid species Gossypium herbaceum and Gossypium arboreum, due to the absence of wild representatives for the latter species, their ancient domestication, and their joint history of human-mediated dispersal and interspecific gene flow. Using in-depth resequencing of a broad sampling from both species, we provide support for their independent domestication, as opposed to a progenitor–derivative relationship, showing that diversity (mean π = 6 × 10−3) within species is similar, and that divergence between species is modest (FST = 0.413). Individual accessions were homozygous for ancestral single-nucleotide polymorphisms at over half of variable sites, while fixed, derived sites were at modest frequencies. Notably, two chromosomes with a paucity of fixed, derived sites (i.e., chromosomes 7 and 10) were also strongly implicated as having experienced high levels of introgression. Collectively, these data demonstrate variable permeability to introgression among chromosomes, which we propose is due to divergent selection under domestication and/or the phenomenon of F2 breakdown in interspecific crosses. Our analyses provide insight into the evolutionary forces that shape diversity and divergence in the diploid cultivated species and establish a foundation for understanding the contribution of introgression and/or strong parallel selection to the extensive morphological similarities shared between species.
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- 2022
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28. Dual domestication, diversity, and differential introgression in Old World cotton diploids
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Mark A. Arick, Joshua A. Udall, Corrinne E. Grover, Daniel G. Peterson, Joel Sharbrough, Guanjing Hu, Thiruvarangan Ramaraj, Jonathan F. Wendel, Emma R. Miller, Adam Thrash, and Daojun Yuan
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Gossypium herbaceum ,Genome evolution ,biology ,Evolutionary biology ,Biological dispersal ,Introgression ,Interspecific competition ,Ploidy ,Domestication ,biology.organism_classification ,Gene flow - Abstract
Domestication in the cotton genus is remarkable in that it has occurred independently four different times at two different ploidy levels. Relatively little is known about genome evolution and domestication in the cultivated diploid species Gossypium herbaceum and G. arboreum, because of the absence of wild representatives for the latter species, their ancient domestication, and their joint history of human-mediated dispersal and interspecific gene flow. Using in-depth resequencing of a broad sampling from both species, we confirm their independent domestication, as opposed to a progenitor-derivative relationship, showing that diversity (mean π = 2.3×10-3) within species is similar, and that divergence between species is modest (weighted FST=0.4430). Individual accessions were homozygous for ancestral SNPs at over half of variable sites, while fixed, derived sites were at modest frequencies. Notably, two chromosomes with a paucity of fixed, derived sites (i.e., chromosomes 7 and 10) were also strongly implicated in introgression analyses. Collectively, these data demonstrate variable permeability to introgression among chromosomes, which we propose is due to divergent selection under domestication and/or the phenomenon of F2 breakdown in interspecific crosses. Our analyses provide insight into the evolutionary forces influencing diversity and divergence in the diploid cultivated species, and establish a foundation for understanding the contribution of introgression and/or strong parallel selection to the extensive morphological similarities shared between species.Significance statementThe cotton genus (Gossypium) contains four different species that were independently domesticated at least 4,000 years ago. Relatively little is understood about diversity and evolution in the two diploid African-Asian sister-species G. herbaceum and G. arboreum, despite their historical importance in the region and contemporary cultivation, largely in the Indian subcontinent. Here we address questions regarding the relationship between the two species, their contemporary levels of diversity, and their patterns of interspecific gene flow accompanying their several millennia history of human-mediated dispersal and contact. We validate independent domestication of the two species and document the genomic distribution of interspecific genetic exchange.
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- 2021
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29. Transcriptional changes and preservation of bone mass in hibernating black bears
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Brian M. Barnes, Faye D. Schilkey, Anitha Sundararajan, Thiruvarangan Ramaraj, Seth W. Donahue, Anna V. Goropashnaya, Øivind Tøien, and Vadim B. Fedorov
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0301 basic medicine ,Hibernation ,Transcription, Genetic ,Science ,Gene Expression ,Osteoclasts ,030209 endocrinology & metabolism ,Apoptosis ,Oxidative phosphorylation ,Biology ,Fatty acid beta-oxidation ,Bone resorption ,Article ,Bone and Bones ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,Osteoclast ,Bone Density ,Osteogenesis ,medicine ,Animals ,Bone Resorption ,Transcriptomics ,Bone ,Multidisciplinary ,Adenylate Kinase ,Osteoblast ,Cell Differentiation ,Peroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alpha ,Cell biology ,Bone quality and biomechanics ,Mitochondria ,030104 developmental biology ,medicine.anatomical_structure ,Medicine ,Bone marrow ,Oxidation-Reduction ,Ursidae ,Signal Transduction - Abstract
Physical inactivity leads to losses of bone mass and strength in most mammalian species. In contrast, hibernating bears show no bone loss over the prolonged periods (4–6 months) of immobility during winter, which suggests that they have adaptive mechanisms to preserve bone mass. To identify transcriptional changes that underlie molecular mechanisms preventing disuse osteoporosis, we conducted a large-scale gene expression screening in the trabecular bone and bone marrow, comparing hibernating and summer active bears through sequencing of the transcriptome. Gene set enrichment analysis showed a coordinated down-regulation of genes involved in bone resorption, osteoclast differentiation and signaling, and apoptosis during hibernation. These findings are consistent with previous histological findings and likely contribute to the preservation of bone during the immobility of hibernation. In contrast, no significant enrichment indicating directional changes in gene expression was detected in the gene sets of bone formation and osteoblast signaling in hibernating bears. Additionally, we revealed significant and coordinated transcriptional induction of gene sets involved in aerobic energy production including fatty acid beta oxidation, tricarboxylic acid cycle, oxidative phosphorylation, and mitochondrial metabolism. Mitochondrial oxidation was likely up-regulated by transcriptionally induced AMPK/PGC1α pathway, an upstream stimulator of mitochondrial function.
- Published
- 2021
30. Three Strains of
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John F, Murphy, H Tucker, Hallmark, Thiruvarangan, Ramaraj, Anitha, Sundararajan, Faye, Schilkey, and Aaron M, Rashotte
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Capsicum annuum ,genetic structures ,Plant Stems ,Gene Expression Profiling ,Potyvirus ,RNA-sequencing ,Article ,Tobacco etch virus ,Plant Leaves ,pepper ,parasitic diseases ,sense organs ,Capsicum ,Transcriptome ,psychological phenomena and processes ,Plant Diseases - Abstract
Tobacco etch virus (TEV; genus Potyvirus) is flexuous rod shaped with a single molecule of single-stranded RNA and causes serious yield losses in species in the Solanaceae. Three TEV strains (HAT, Mex21, and N) are genetically distinct and cause different disease symptoms in plants. Here, a transcriptomic RNA sequencing approach was taken for each TEV strain to evaluate gene expression of the apical stem segment of pepper plants during two stages of disease development. Distinct profiles of Differentially Expressed Genes (DEGs) were identified for each TEV strain. DEG numbers increased with degree of symptom severity: 24 from HAT, 1190 from Mex21, and 4010 from N. At 7 days post-inoculation (dpi), when systemic symptoms were similar, there were few DEGs for HAT- and Mex21-infected plants, whereas N-infected plants had 2516 DEGs. DEG patterns from 7 to 14 dpi corresponded to severity of disease symptoms: milder disease with smaller DEG changes for HAT and Mex21 and severe disease with larger DEG changes for N. Strikingly, in each of these comparisons, there are very few overlapping DEGs among the TEV strains, including no overlapping DEGs between all three strains at 7 or 14 dpi.
- Published
- 2021
31. Organelle Genomics: The Chloroplast Genome of Amaranth
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Sathish K. Ponniah and Thiruvarangan Ramaraj
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Chloroplast ,Genetics ,Phylogenetic tree ,Phylogenetics ,food and beverages ,Genomics ,Biology ,ENCODE ,Genome ,Gene ,DNA sequencing - Abstract
Amaranth is an emerging pseudocereal native to the New World that has gained increased attention in recent years because of its nutritional quality, particularly its seed protein, with high levels of essential amino acid lysine. This chapter will concentrate on the research advancements made on organelle genomes, particularly the chloroplast genome. The chloroplast genome is an integral part of the plant genome. They are circular and conserved in size, genome structure, and gene content. Albeit chloroplast genomes have less than one percent of the genes in the nucleus, they encode essential genes responsible for energy production, respiration, photosynthesis, and genes that control agronomically crucial traits. Here, we discuss the characteristic features of the amaranth chloroplast genome, such as length, structure, repeats, gene and protein contents, and, finally, its function and importance in phylogenetic and genetic diversity studies in the Amaranthaceae family.
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- 2021
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32. Genome and evolution of the arbuscular mycorrhizal fungus Diversispora epigaea (formerly Glomus versiforme ) and its bacterial endosymbionts
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Maria J. Harrison, Xuepeng Sun, Thiruvarangan Ramaraj, Haley Wight, Wenbo Chen, Zhangjun Fei, Joann Mudge, Allyson M. MacLean, and Sergey Ivanov
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0106 biological sciences ,0301 basic medicine ,Gene Transfer, Horizontal ,Physiology ,Genes, Fungal ,Population ,Plant Science ,Biology ,01 natural sciences ,Genome ,Nucleoside salvage ,03 medical and health sciences ,Mycoplasma ,Gene Duplication ,Mycorrhizae ,Gene family ,Glomeromycota ,Symbiosis ,education ,Gene ,Phylogeny ,Genetics ,Comparative genomics ,education.field_of_study ,Endosymbiosis ,Spores, Fungal ,Biological Evolution ,030104 developmental biology ,Multigene Family ,Horizontal gene transfer ,Genome, Fungal ,Tenericutes ,010606 plant biology & botany - Abstract
Arbuscular mycorrhizal (AM) fungi form endosymbioses with most plants, and they themselves are hosts for Mollicutes/Mycoplasma-related endobacteria (MRE). Despite their significance, genomic information for AM fungi and their MRE are relatively sparse, which hinders our understanding of their biology and evolution. We assembled the genomes of the AM fungus Diversispora epigaea (formerly Glomus versiforme) and its MRE and performed comparative genomics and evolutionary analyses. The D. epigaea genome showed a pattern of substantial gene duplication and differential evolution of gene families, including glycosyltransferase family 25, whose activities are exclusively lipopolysaccharide biosynthesis. Genes acquired by horizontal transfer from bacteria possibly function in defense against foreign DNA or viruses. The MRE population was diverse, with multiple genomes displaying characteristics of differential evolution and encoding many MRE-specific genes as well as genes of AM fungal origin. Gene family expansion in D. epigaea may enhance adaptation to both external and internal environments, such as expansion of kinases for signal transduction upon external stimuli and expansion of nucleoside salvage pathway genes potentially for competition with MRE, whose genomes lack purine and pyrimidine biosynthetic pathways. Collectively, this metagenome provides high-quality references and begins to reveal the diversity within AM fungi and their MRE.
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- 2018
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33. Use of a draft genome of coffee (C offea arabica ) to identify <scp>SNP</scp> s associated with caffeine content
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Hue T. M. Tran, L. S. Lee, Thiruvarangan Ramaraj, Agnelo Furtado, and Robert J Henry
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0301 basic medicine ,Arabica coffee ,genome annotation ,Sequence assembly ,Coffea ,Single-nucleotide polymorphism ,Plant Science ,Computational biology ,Biology ,Polymorphism, Single Nucleotide ,Genome ,03 medical and health sciences ,Caffeine ,Gene ,Research Articles ,2. Zero hunger ,Coffea arabica ,association ,Genome project ,030104 developmental biology ,genome assembly ,Gene pool ,Agronomy and Crop Science ,Genome, Plant ,Research Article ,single nucleotide polymorphism discovery ,Biotechnology ,Reference genome - Abstract
Summary Arabica coffee (Coffea arabica) has a small gene pool limiting genetic improvement. Selection for caffeine content within this gene pool would be assisted by identification of the genes controlling this important trait. Sequencing of DNA bulks from 18 genotypes with extreme high‐ or low‐caffeine content from a population of 232 genotypes was used to identify linked polymorphisms. To obtain a reference genome, a whole genome assembly of arabica coffee (variety K7) was achieved by sequencing using short read (Illumina) and long‐read (PacBio) technology. Assembly was performed using a range of assembly tools resulting in 76 409 scaffolds with a scaffold N50 of 54 544 bp and a total scaffold length of 1448 Mb. Validation of the genome assembly using different tools showed high completeness of the genome. More than 99% of transcriptome sequences mapped to the C. arabica draft genome, and 89% of BUSCOs were present. The assembled genome annotated using AUGUSTUS yielded 99 829 gene models. Using the draft arabica genome as reference in mapping and variant calling allowed the detection of 1444 nonsynonymous single nucleotide polymorphisms (SNPs) associated with caffeine content. Based on Kyoto Encyclopaedia of Genes and Genomes pathway‐based analysis, 65 caffeine‐associated SNPs were discovered, among which 11 SNPs were associated with genes encoding enzymes involved in the conversion of substrates, which participate in the caffeine biosynthesis pathways. This analysis demonstrated the complex genetic control of this key trait in coffee.
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- 2018
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34. Comparative Genomics of an Unusual Biogeographic Disjunction in the Cotton Tribe (Gossypieae) Yields Insights into Genome Downsizing
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Corrinne E. Grover, Guanjing Hu, Mark A. Arick, Joann Mudge, Joshua A. Udall, Daniel G. Peterson, Xiaochong Li, Lei Gong, Muhammad Farooq, Adam Thrash, William S. Sanders, Chuan-Yu Hsu, Jonathan F. Wendel, Justin L. Conover, Rubab Zahra Naqvi, and Thiruvarangan Ramaraj
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0301 basic medicine ,Kokia ,Genome evolution ,DNA Copy Number Variations ,Molecular Sequence Data ,long-distance dispersal ,genome evolution ,Gossypium ,Evolution, Molecular ,03 medical and health sciences ,Genome Size ,INDEL Mutation ,Molecular evolution ,Genetics ,Genome size ,Phylogeny ,Ecology, Evolution, Behavior and Systematics ,genetic divergence ,Repetitive Sequences, Nucleic Acid ,Comparative genomics ,biology ,Phylogenetic tree ,molecular evolution ,Genetic Variation ,Genomics ,biology.organism_classification ,Genetic divergence ,030104 developmental biology ,Evolutionary biology ,Genome, Plant ,Research Article - Abstract
Long-distance insular dispersal is associated with divergence and speciation because of founder effects and strong genetic drift. The cotton tribe (Gossypieae) has experienced multiple transoceanic dispersals, generating an aggregate geographic range that encompasses much of the tropics and subtropics worldwide. Two genera in the Gossypieae, Kokia and Gossypioides, exhibit a remarkable geographic disjunction, being restricted to the Hawaiian Islands and Madagascar/East Africa, respectively. We assembled and use de novo genome sequences to address questions regarding the divergence of these two genera from each other and from their sister-group, Gossypium. In addition, we explore processes underlying the genome downsizing that characterizes Kokia and Gossypioides relative to other genera in the tribe. Using 13,000 gene orthologs and synonymous substitution rates, we show that the two disjuncts last shared a common ancestor ∼5 Ma, or half as long ago as their divergence from Gossypium. We report relative stasis in the transposable element fraction. In comparison to Gossypium, there is loss of ∼30% of the gene content in the two disjunct genera and a history of genome-wide accumulation of deletions. In both genera, there is a genome-wide bias toward deletions over insertions, and the number of gene losses exceeds the number of gains by ∼2- to 4-fold. The genomic analyses presented here elucidate genomic consequences of the demographic and biogeographic history of these closest relatives of Gossypium, and enhance their value as phylogenetic outgroups.
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- 2017
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35. Exploring structural variation and gene family architecture with De Novo assemblies of 15 Medicago genomes
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Jason R. Miller, Kelly P. Steele, Nevin D. Young, Robert M. Stupar, Junqi Liu, Roxanne Denny, Thiruvarangan Ramaraj, Peng Zhou, Joseph Guhlin, Peter Tiffin, Joann Mudge, Kevin A. T. Silverstein, and Andrew Farmer
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0301 basic medicine ,DNA Copy Number Variations ,lcsh:QH426-470 ,lcsh:Biotechnology ,Pairwise Genome Comparison ,Biology ,Leucine-Rich Repeat Proteins ,Ortholog Group ,Genome ,Dispensable Genome ,Nucleotide diversity ,Short InDels ,Structural variation ,03 medical and health sciences ,lcsh:TP248.13-248.65 ,Medicago truncatula ,Genetics ,Gene family ,Copy-number variation ,Gene ,Heat-Shock Proteins ,Plant Proteins ,2. Zero hunger ,Comparative Genomic Hybridization ,High-Throughput Nucleotide Sequencing ,Proteins ,food and beverages ,Sequence Analysis, DNA ,biology.organism_classification ,Syntenic Block ,lcsh:Genetics ,030104 developmental biology ,RNA, Plant ,Sequence Alignment ,Genome, Plant ,Reference genome ,Research Article ,Biotechnology - Abstract
Background Previous studies exploring sequence variation in the model legume, Medicago truncatula, relied on mapping short reads to a single reference. However, read-mapping approaches are inadequate to examine large, diverse gene families or to probe variation in repeat-rich or highly divergent genome regions. De novo sequencing and assembly of M. truncatula genomes enables near-comprehensive discovery of structural variants (SVs), analysis of rapidly evolving gene families, and ultimately, construction of a pan-genome. Results Genome-wide synteny based on 15 de novo M. truncatula assemblies effectively detected different types of SVs indicating that as much as 22% of the genome is involved in large structural changes, altogether affecting 28% of gene models. A total of 63 million base pairs (Mbp) of novel sequence was discovered, expanding the reference genome space for Medicago by 16%. Pan-genome analysis revealed that 42% (180 Mbp) of genomic sequences is missing in one or more accession, while examination of de novo annotated genes identified 67% (50,700) of all ortholog groups as dispensable – estimates comparable to recent studies in rice, maize and soybean. Rapidly evolving gene families typically associated with biotic interactions and stress response were found to be enriched in the accession-specific gene pool. The nucleotide-binding site leucine-rich repeat (NBS-LRR) family, in particular, harbors the highest level of nucleotide diversity, large effect single nucleotide change, protein diversity, and presence/absence variation. However, the leucine-rich repeat (LRR) and heat shock gene families are disproportionately affected by large effect single nucleotide changes and even higher levels of copy number variation. Conclusions Analysis of multiple M. truncatula genomes illustrates the value of de novo assemblies to discover and describe structural variation, something that is often under-estimated when using read-mapping approaches. Comparisons among the de novo assemblies also indicate that different large gene families differ in the architecture of their structural variation. Electronic supplementary material The online version of this article (doi:10.1186/s12864-017-3654-1) contains supplementary material, which is available to authorized users.
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- 2017
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36. Pangenome-Wide Association Studies with Frequented Regions
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Indika Kahanda, Brendan Mumey, Thiruvarangan Ramaraj, Joann Mudge, Buwani Manuweera, and Alan Cleary
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0303 health sciences ,education.field_of_study ,030302 biochemistry & molecular biology ,Population ,Single-nucleotide polymorphism ,Genome-wide association study ,Phenotypic trait ,Computational biology ,Biology ,DNA sequencing ,03 medical and health sciences ,Genetic variation ,education ,030304 developmental biology ,Genetic association ,Reference genome - Abstract
Connecting genetic variation (genotype) to trait variation (phenotype) is a critical but often difficult step in genetic research. A genome-wide association study (GWAS) is a common approach to connect underlying genetic variation to complex phenotypic traits, allowing for phenotypic prediction. GWAS is important in many disciplines, including identifying genetic risk factors for common, complex diseases, identifying genes underlying important traits and predicting phenotypes from genotypes. GWAS is limited, though, in that the types of variations typically studied are single nucleotide polymorphisms (SNPs) identified relative to a single reference genome. These limitations lead to bias and preclude GWAS from studies across related species. The advent of next-generation sequencing has brought an exponential growth in DNA sequence data. This has led to the more comprehensive pangenomics approach, where the entire sequence content and variation of a population are succinctly represented independent of a reference. In prior work, we developed a method for identifying genomic regions that characterize complex variations within pangenomic data and showed that these regions provide a more general way to study genetic variation than existing approaches. This work describes our initial results to develop new methods for a new branch of genomic analysis called pangenome-wide association studies (PWAS) that generalizes GWAS to pangenome datasets both within and across species. We make use of recently developed algorithms for fast compressed De Bruijn graph construction and identifying frequented regions in these graphs that can be used as machine-learning features to identify pangenomic regions, overlaid with gene annotations, that relate to complex phenotypic traits. Initial results on a pangenome composed of 100 yeast indicate that frequented region features provide better machine-learning regression models than SNPs for predicting phenotypic traits.
- Published
- 2019
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37. Poster: Pangenome-Wide Association Studies with Frequented Regions
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Thiruvarangan Ramaraj, Indika Kahanda, Joann Mudge, Buwani Manuweera, Brendan Mumey, and Alan Cleary
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education.field_of_study ,Population ,Genetic variation ,Genome-wide association study ,Single-nucleotide polymorphism ,Computational biology ,Phenotypic trait ,Biology ,education ,DNA sequencing ,Reference genome ,Genetic association - Abstract
Connecting genetic variation (genotype) to trait variation (phenotype) is a critical but often difficult step in genetic research. A genome-wide association study (GWAS) is a common approach to connect underlying genetic variation to complex phenotypic traits, allowing for phenotypic prediction. GWAS is important in many disciplines, including identifying genetic risk factors for common, complex diseases, identifying genes underlying important traits and predicting phenotypes from genotypes. GWAS is limited, though, in that the types of variations typically studied are single nucleotide polymorphisms (SNPs) identified relative to a single reference genome. These limitations lead to bias and preclude GWAS from studies across related species. The advent of next-generation sequencing has brought an exponential growth in DNA sequence data. This has led to the more comprehensive pangenomics approach, where the entire sequence content and variation of a population are succinctly represented independent of a reference. In prior work, we developed a method for identifying genomic regions that characterize complex variations within pangenomic data and showed that these regions provide a more general way to study genetic variation than existing approaches. This poster describes our initial results to develop new methods for a new branch of genomic analysis called pangenome-wide association studies (PWAS) that generalizes GWAS to pangenomic datasets both within and across species. We make use of recently developed algorithms for fast compressed De Bruijn graph construction and identifying frequented regions in these graphs that can be used as machine-learning features to identify pangenomic regions, overlaid with gene annotations, that relate to complex phenotypic traits. Initial results on a pangenome composed of 100 yeast indicate that frequented region features provide better machine-learning regression models than SNPs for predicting phenotypic traits.
- Published
- 2019
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38. Three Strains of Tobacco etch virus Distinctly Alter the Transcriptome of Apical Stem Tissue in Capsicum annuum during Infection
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Thiruvarangan Ramaraj, Aaron M. Rashotte, H. Tucker Hallmark, John F. Murphy, Faye D. Schilkey, and Anitha Sundararajan
- Subjects
0106 biological sciences ,0301 basic medicine ,genetic structures ,Physics::Instrumentation and Detectors ,viruses ,Astrophysics::High Energy Astrophysical Phenomena ,RNA-sequencing ,macromolecular substances ,Tobacco etch virus ,Microbiology ,01 natural sciences ,Transcriptome ,03 medical and health sciences ,pepper ,stomatognathic system ,Capsicum annuum ,Virology ,parasitic diseases ,Pepper ,Gene expression ,biology ,Strain (chemistry) ,fungi ,High Energy Physics::Phenomenology ,technology, industry, and agriculture ,Potyvirus ,RNA ,biology.organism_classification ,QR1-502 ,Computer Science::Other ,030104 developmental biology ,Infectious Diseases ,High Energy Physics::Experiment ,sense organs ,transcriptome ,psychological phenomena and processes ,Solanaceae ,010606 plant biology & botany - Abstract
Tobacco etch virus (TEV, genus Potyvirus) is flexuous rod shaped with a single molecule of single-stranded RNA and causes serious yield losses in species in the Solanaceae. Three TEV strains (HAT, Mex21, and N) are genetically distinct and cause different disease symptoms in plants. Here, a transcriptomic RNA sequencing approach was taken for each TEV strain to evaluate gene expression of the apical stem segment of pepper plants during two stages of disease development. Distinct profiles of Differentially Expressed Genes (DEGs) were identified for each TEV strain. DEG numbers increased with degree of symptom severity: 24 from HAT, 1190 from Mex21, and 4010 from N. At 7 days post-inoculation (dpi), when systemic symptoms were similar, there were few DEGs for HAT- and Mex21-infected plants, whereas N-infected plants had 2516 DEGs. DEG patterns from 7 to 14 dpi corresponded to severity of disease symptoms: milder disease with smaller DEG changes for HAT and Mex21 and severe disease with larger DEG changes for N. Strikingly, in each of these comparisons, there are very few overlapping DEGs among the TEV strains, including no overlapping DEGs between all three strains at 7 or 14 dpi.
- Published
- 2021
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39. Augmenting Chinese hamster genome assembly by identifying regions of high confidence
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Nitya M. Jacob, Mohit Sharma, Huong Le, Kevin A. T. Silverstein, Kathryn C. Johnson, George Karypis, Wei Shou Hu, Joann Mudge, Thiruvarangan Ramaraj, Hsu Yuan Fu, Nandita Vishwanathan, Getiria Onsongo, and Arpan Bandyopadhyay
- Subjects
Expressed Sequence Tags ,0301 basic medicine ,Whole genome sequencing ,Genetics ,Genome ,Shotgun sequencing ,Chinese hamster ovary cell ,Chromosome Mapping ,Sequence assembly ,CHO Cells ,Sequence Analysis, DNA ,General Medicine ,Genome project ,Biology ,Applied Microbiology and Biotechnology ,Genome engineering ,Mice ,03 medical and health sciences ,Cricetulus ,030104 developmental biology ,Cricetinae ,Animals ,Molecular Medicine ,Gene - Abstract
Chinese hamster Ovary (CHO) cell lines are the dominant industrial workhorses for therapeutic recombinant protein production. The availability of genome sequence of Chinese hamster and CHO cells will spur further genome and RNA sequencing of producing cell lines. However, the mammalian genomes assembled using shot-gun sequencing data still contain regions of uncertain quality due to assembly errors. Identifying high confidence regions in the assembled genome will facilitate its use for cell engineering and genome engineering. We assembled two independent drafts of Chinese hamster genome by de novo assembly from shotgun sequencing reads and by re-scaffolding and gap-filling the draft genome from NCBI for improved scaffold lengths and gap fractions. We then used the two independent assemblies to identify high confidence regions using two different approaches. First, the two independent assemblies were compared at the sequence level to identify their consensus regions as "high confidence regions" which accounts for at least 78 % of the assembled genome. Further, a genome wide comparison of the Chinese hamster scaffolds with mouse chromosomes revealed scaffolds with large blocks of collinearity, which were also compiled as high-quality scaffolds. Genome scale collinearity was complemented with EST based synteny which also revealed conserved gene order compared to mouse. As cell line sequencing becomes more commonly practiced, the approaches reported here are useful for assessing the quality of assembly and potentially facilitate the engineering of cell lines.
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- 2016
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40. Histone Citrullination Represses MicroRNA Expression, Resulting in Increased Oncogene mRNAs in Somatolactotrope Cells
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Thiruvarangan Ramaraj, Stanley B DeVore, Paul R. Thompson, Joann Mudge, Guangyuan Li, Coleman H. Young, Brian D. Cherrington, Aaron Muth, Anitha Sundararajan, and Faye D. Schilkey
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0301 basic medicine ,Lactotrophs ,Gene Expression ,Models, Biological ,Epigenesis, Genetic ,Histones ,03 medical and health sciences ,Histone H3 ,0302 clinical medicine ,Protein-Arginine Deiminase Type 4 ,Protein-Arginine Deiminase Type 2 ,Humans ,Pituitary Neoplasms ,Prolactinoma ,RNA, Messenger ,Epigenetics ,Insulin-Like Growth Factor I ,Molecular Biology ,Cells, Cultured ,HMGA Proteins ,N-Myc Proto-Oncogene Protein ,biology ,HMGA ,Citrullination ,Oncogenes ,Cell Biology ,Somatotrophs ,Chromatin ,Cell biology ,Histone Code ,MicroRNAs ,Histone citrullination ,030104 developmental biology ,Histone ,Gene Knockdown Techniques ,030220 oncology & carcinogenesis ,Protein-Arginine Deiminases ,biology.protein ,Chromatin immunoprecipitation ,Research Article - Abstract
Peptidylarginine deiminase (PAD) enzymes convert histone arginine residues into citrulline to modulate chromatin organization and gene expression. Although PADs are expressed in anterior pituitary gland cells, their functional role and expression in pituitary adenomas are unknown. To begin to address these issues, we first examined normal human pituitaries and pituitary adenomas and found that PAD2, PAD4, and citrullinated histones are highest in prolactinomas and somatoprolactinomas. In the somatoprolactinoma-derived GH3 cell line, PADs citrullinate histone H3, which is attenuated by a pan-PAD inhibitor. RNA sequencing and chromatin immunoprecipitation (ChIP) studies show that the expression of microRNAs (miRNAs) let-7c-2, 23b, and 29c is suppressed by histone citrullination. Our studies demonstrate that these miRNAs directly target the mRNA of the oncogenes encoding HMGA, insulin-like growth factor 1 (IGF-1), and N-MYC, which are highly implicated in human prolactinoma/somatoprolactinoma pathogenesis. Our results are the first to define a direct role for PAD-catalyzed histone citrullination in miRNA expression, which may underlie the etiology of prolactinoma and somatoprolactinoma tumors through regulation of oncogene expression.
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- 2018
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41. Exploring Frequented Regions in Pan-Genomic Graphs
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Indika Kahanda, Alan Cleary, Brendan Mumey, Thiruvarangan Ramaraj, and Joann Mudge
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0301 basic medicine ,Staphylococcus aureus ,animal structures ,0206 medical engineering ,Genomics ,02 engineering and technology ,Computational biology ,Saccharomyces cerevisiae ,Biology ,Bioinformatics ,De Bruijn graph ,03 medical and health sciences ,symbols.namesake ,Databases, Genetic ,Genetics ,Computer Graphics ,Cluster analysis ,Genome ,Efficient algorithm ,Applied Mathematics ,Sequence Analysis, DNA ,Graph ,030104 developmental biology ,symbols ,020602 bioinformatics ,Algorithms ,Biotechnology - Abstract
We consider the problem of identifying regions within a pan-genome De Bruijn graph that are traversed by many sequence paths. We define such regions and the subpaths that traverse them as frequented regions (FRs). In this work, we formalize the FR problem and describe an efficient algorithm for finding FRs. Subsequently, we propose some applications of FRs based on machine-learning and pan-genome graph simplification. We demonstrate the effectiveness of these applications using data sets for the organisms Staphylococcus aureus (bacterium) and Saccharomyces cerevisiae (yeast). We corroborate the biological relevance of FRs such as identifying introgressions in yeast that aid in alcohol tolerance, and show that FRs are useful for classification of yeast strains by industrial use and visualizing pan-genomic space.
- Published
- 2018
42. Salt and oxidative stresses uniquely regulate tomato cytokinin levels and transcriptomic response
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Ondřej Novák, Anitha Sundararajan, Aaron M. Rashotte, Faye D. Schilkey, Lenka Plačková, H. Tucker Hallmark, Erika A. Keshishian, and Thiruvarangan Ramaraj
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0106 biological sciences ,0301 basic medicine ,abiotic stress ,Plant Science ,Oxidative phosphorylation ,RNA‐sequencing ,tomato ,medicine.disease_cause ,01 natural sciences ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Transcriptome ,03 medical and health sciences ,chemistry.chemical_compound ,cytokinin ,Solanum lycopersicum ,medicine ,oxidative stress ,salt ,heterocyclic compounds ,Gene ,Ecology, Evolution, Behavior and Systematics ,Original Research ,Ecology ,biology ,Chemistry ,Abiotic stress ,fungi ,Botany ,food and beverages ,biology.organism_classification ,Cell biology ,030104 developmental biology ,QK1-989 ,Cytokinin ,sense organs ,Solanum ,transcriptome ,Oxidative stress ,010606 plant biology & botany ,Hormone - Abstract
Cytokinins are well‐known to be involved in processes responsible for plant growth and development. More recently, these hormones have begun to be associated with stress responses as well. However, it is unclear how changes in cytokinin biosynthesis, signaling, or transport relate to stress effects. This study examines in parallel how two different stresses, salt, and oxidative stress, affect changes in both cytokinin levels and whole plant transcriptome response. Solanum lycopersicum seedlings were given a short‐term (6 hr) exposure to either salt (150 mM NaCl) or oxidative (20 mM H2O2) stress and then examined to determine both changes in cytokinin levels and transcriptome. LC‐MS/MS was used to determine the levels of 22 different types of cytokinins in tomato plants including precursors, active, transported, and conjugated forms. When examining cytokinin levels we found that salt treatment caused an increase in both active and inactive cytokinin levels and oxidative stress caused a decrease in these levels. RNA‐sequencing analyses of these same stress‐treated tissues revealed 6,643 significantly differentially expressed genes (DEGs). Although many DEGs are similar between the two stresses, approximately one‐third of the DEGs in each treatment were unique to that stress. Several cytokinin‐related genes were among the DEGs. Examination of photosystem II efficiency revealed that cytokinins affect physiological response to stress in tomato, further validating the changes in cytokinin levels seen in planta.
- Published
- 2018
43. Composition Diversity and Abundance of Gut Microbiome in Prediabetes and Type 2 Diabetes
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Stacey M Lambeth, Jonathan W. Leff, Trechelle Carson, Li Luo, Janae Lowe, Vallabh O. Shah, Thiruvarangan Ramaraj, and Callum J. Bell
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Genetics ,Gut microbiome ,endocrine system diseases ,biology ,Firmicutes ,Diabetes ,Verrucomicrobia ,Bacteroidetes ,biology.organism_classification ,medicine.disease ,Bioinformatics ,Enterobacteriaceae ,Article ,Actinobacteria ,Bacterial diversity ,medicine ,Proteobacteria ,Collinsella ,Prediabetes ,Dysbiosis - Abstract
Association between type 2 diabetes (T2DM) and compositional changes in the gut micro biota is established, however little is known about the dysbiosis in early stages of Prediabetes (preDM). The purpose of this investigation is to elucidate the characteristics of the gut micro biome in preDM and T2DM, compared to Non-Diabetic (nonDM) subjects. Forty nine subjects were recruited for this study, 15 nonDM, 20 preDM and 14 T2DM. Bacterial community composition and diversity were investigated in fecal DNA samples using Illumina sequencing of the V4 region within the 16S rRNA gene. The five most abundant phyla identified were: Bacteroidetes, Firmicutes, Proteobacteria, Verrucomicrobia, and Actinobacteria. Class Chloracido bacteria was increased in preDM compared to T2DM (p = 0.04). An unknown genus from family Pseudonocardiaceae was significantly present in preDM group compared to the others (p = 0.04). Genus Collinsella, and an unknown genus belonging to family Enterobacteriaceae were both found to be significantly increased in T2DM compared to the other groups (Collinsella, and p = 0.03, Enterobacteriaceae genus p = 0.02). PERMANOVA and Mantel tests performed did not reveal a relationship between overall composition and diagnosis group or HbA1C level. This study identified dysbiosis associated with both preDM and T2DM, specifically at the class and genus levels suggesting that earlier treatment in preDM could possibly have an impact on the intestinal micro flora transitioning to T2DM.
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- 2015
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44. Cranberry-derived proanthocyanidins induce a differential transcriptomic response within Candida albicans urinary biofilms
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Faye D. Schilkey, Hallie S. Rane, Stella M. Bernardo, Thiruvarangan Ramaraj, Johnny Sena, Anitha Sundararajan, Samuel A. Lee, and Amy B. Howell
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0301 basic medicine ,Gene Expression ,lcsh:Medicine ,Yeast and Fungal Models ,Pathogenesis ,Pathology and Laboratory Medicine ,Biochemistry ,Transcriptome ,Gene Expression Regulation, Fungal ,Gene expression ,Candida albicans ,Medicine and Health Sciences ,Gene Regulatory Networks ,lcsh:Science ,Candida ,2. Zero hunger ,Regulation of gene expression ,Fungal Pathogens ,Multidisciplinary ,biology ,Chemistry ,Candidiasis ,High-Throughput Nucleotide Sequencing ,Eukaryota ,Genomics ,Corpus albicans ,Vaccinium macrocarpon ,Experimental Organism Systems ,Medical Microbiology ,Urinary Tract Infections ,Pathogens ,Transcriptome Analysis ,Research Article ,Biotechnology ,Catheters ,030106 microbiology ,Mycology ,Research and Analysis Methods ,Microbiology ,03 medical and health sciences ,Genetics ,Proanthocyanidins ,Gene ,Microbial Pathogens ,Plant Extracts ,Gene Expression Profiling ,lcsh:R ,Biofilm ,Organisms ,Fungi ,Biology and Life Sciences ,Computational Biology ,Biological Transport ,biochemical phenomena, metabolism, and nutrition ,biology.organism_classification ,Genome Analysis ,Yeast ,Gene expression profiling ,Metabolism ,Biofilms ,Medical Devices and Equipment ,lcsh:Q - Abstract
Candida albicans is one of the most common causes of hospital-acquired urinary tract infections (UTIs). However, azoles are poorly active against biofilms, echinocandins do not achieve clinically useful urinary concentrations, and amphotericin B exhibits severe toxicities. Thus, novel strategies are needed to prevent Candida UTIs, which are often associated with urinary catheter biofilms. We previously demonstrated that cranberry-derived proanthocyanidins (PACs) prevent C. albicans biofilm formation in an in vitro urinary model. To elucidate functional pathways unique to urinary biofilm development and PAC inhibition, we investigated the transcriptome of C. albicans in artificial urine (AU), with and without PACs. C. albicans biofilm and planktonic cells were cultivated with or without PACs. Genome-wide expression analysis was performed by RNA sequencing. Differentially expressed genes were determined using DESeq2 software; pathway analysis was performed using Cytoscape. Approximately 2,341 of 6,444 total genes were significantly expressed in biofilm relative to planktonic cells. Functional pathway analysis revealed that genes involved in filamentation, adhesion, drug response and transport were up-regulated in urinary biofilms. Genes involved in carbon and nitrogen metabolism and nutrient response were down-regulated. In PAC-treated urinary biofilms compared to untreated control biofilms, 557 of 6,444 genes had significant changes in gene expression. Genes downregulated in PAC-treated biofilms were implicated in iron starvation and adhesion pathways. Although urinary biofilms share key features with biofilms formed in other environments, many genes are uniquely expressed in urinary biofilms. Cranberry-derived PACs interfere with the expression of iron acquisition and adhesion genes within urinary biofilms.
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- 2018
45. Single-molecule sequencing and Hi-C-based proximity-guided assembly of amaranth (Amaranthus hypochondriacus) chromosomes provide insights into genome evolution
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Thiruvarangan Ramaraj, Damien J. Lightfoot, David E. Jarvis, R. Lee, Eric N. Jellen, and Peter J. Maughan
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0106 biological sciences ,0301 basic medicine ,Genome evolution ,Physiology ,Chromatin contact maps ,Amaranth ,Plant Science ,Biology ,Amaranthus hypochondriacus ,01 natural sciences ,Genome ,Proximity-guided assembly ,Polymorphism, Single Nucleotide ,General Biochemistry, Genetics and Molecular Biology ,Chromosomes, Plant ,Evolution, Molecular ,03 medical and health sciences ,chemistry.chemical_compound ,Gene mapping ,Structural Biology ,Hi-C ,lcsh:QH301-705.5 ,Ecology, Evolution, Behavior and Systematics ,Synteny ,Genetics ,Amaranthaceae ,Amaranthus ,Contig ,Chromosome evolution ,Cell Biology ,Sequence Analysis, DNA ,biology.organism_classification ,030104 developmental biology ,lcsh:Biology (General) ,chemistry ,Ploidy ,General Agricultural and Biological Sciences ,Genome, Plant ,010606 plant biology & botany ,Developmental Biology ,Biotechnology ,Research Article ,Pseudochromosomes - Abstract
Background Amaranth (Amaranthus hypochondriacus) was a food staple among the ancient civilizations of Central and South America that has recently received increased attention due to the high nutritional value of the seeds, with the potential to help alleviate malnutrition and food security concerns, particularly in arid and semiarid regions of the developing world. Here, we present a reference-quality assembly of the amaranth genome which will assist the agronomic development of the species. Results Utilizing single-molecule, real-time sequencing (Pacific Biosciences) and chromatin interaction mapping (Hi-C) to close assembly gaps and scaffold contigs, respectively, we improved our previously reported Illumina-based assembly to produce a chromosome-scale assembly with a scaffold N50 of 24.4 Mb. The 16 largest scaffolds contain 98% of the assembly and likely represent the haploid chromosomes (n = 16). To demonstrate the accuracy and utility of this approach, we produced physical and genetic maps and identified candidate genes for the betalain pigmentation pathway. The chromosome-scale assembly facilitated a genome-wide syntenic comparison of amaranth with other Amaranthaceae species, revealing chromosome loss and fusion events in amaranth that explain the reduction from the ancestral haploid chromosome number (n = 18) for a tetraploid member of the Amaranthaceae. Conclusions The assembly method reported here minimizes cost by relying primarily on short-read technology and is one of the first reported uses of in vivo Hi-C for assembly of a plant genome. Our analyses implicate chromosome loss and fusion as major evolutionary events in the 2n = 32 amaranths and clearly establish the homoeologous relationship among most of the subgenome chromosomes, which will facilitate future investigations of intragenomic changes that occurred post polyploidization. Electronic supplementary material The online version of this article (doi:10.1186/s12915-017-0412-4) contains supplementary material, which is available to authorized users.
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- 2017
46. Hybrid assembly with long and short reads improves discovery of gene family expansions
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Roxanne Denny, Hayan Lee, Li Song, Peter Tiffin, Junqi Liu, James Gurtowski, W. Richard McCombie, Michael C. Schatz, Jason R. Miller, Kevin A. T. Silverstein, Lyza G. Maron, Robert M. Stupar, Namrata Singh, Joann Mudge, Susan R. McCouch, Nevin D. Young, Peng Zhou, Brian P. Walenz, and Thiruvarangan Ramaraj
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0106 biological sciences ,0301 basic medicine ,DNA Copy Number Variations ,lcsh:QH426-470 ,lcsh:Biotechnology ,Sequence assembly ,Genomics ,Computational biology ,Biology ,Genes, Plant ,01 natural sciences ,Genome ,03 medical and health sciences ,Hybrid assembly pipeline ,Tandem repeat ,lcsh:TP248.13-248.65 ,Medicago truncatula ,Genetics ,Copy-number variation ,2. Zero hunger ,Comparative genomics ,Genome assembly ,Contig ,Shotgun sequencing ,Methodology Article ,Tandem repeats ,food and beverages ,Oryza ,lcsh:Genetics ,Phenotype ,030104 developmental biology ,Tandem Repeat Sequences ,Multigene Family ,010606 plant biology & botany ,Biotechnology - Abstract
Background Long-read and short-read sequencing technologies offer competing advantages for eukaryotic genome sequencing projects. Combinations of both may be appropriate for surveys of within-species genomic variation. Methods We developed a hybrid assembly pipeline called “Alpaca” that can operate on 20X long-read coverage plus about 50X short-insert and 50X long-insert short-read coverage. To preclude collapse of tandem repeats, Alpaca relies on base-call-corrected long reads for contig formation. Results Compared to two other assembly protocols, Alpaca demonstrated the most reference agreement and repeat capture on the rice genome. On three accessions of the model legume Medicago truncatula, Alpaca generated the most agreement to a conspecific reference and predicted tandemly repeated genes absent from the other assemblies. Conclusion Our results suggest Alpaca is a useful tool for investigating structural and copy number variation within de novo assemblies of sampled populations. Electronic supplementary material The online version of this article (doi:10.1186/s12864-017-3927-8) contains supplementary material, which is available to authorized users.
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- 2017
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47. Strategies for optimizing BioNano and Dovetail explored through a second reference quality assembly for the legume model, Medicago truncatula
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Michael J. Sadowsky, Peter Tiffin, Robert M. Stupar, Nicholas P. Devitt, Jason R. Miller, Diego Fajardo, Kevin A. T. Silverstein, Nevin D. Young, Thiruvarangan Ramaraj, Peng Zhou, Joann Mudge, and Karen M. Moll
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0106 biological sciences ,0301 basic medicine ,Quality Control ,Time Factors ,lcsh:QH426-470 ,lcsh:Biotechnology ,Cost-Benefit Analysis ,Dovetail ,Sequence assembly ,BioNano ,Computational biology ,Biology ,01 natural sciences ,Genome ,DNA sequencing ,Chromosomes, Plant ,03 medical and health sciences ,lcsh:TP248.13-248.65 ,Next generation sequencing ,Medicago truncatula ,Genetics ,2. Zero hunger ,Whole genome sequencing ,PacBio ,Genome assembly ,Genomics ,Reference Standards ,biology.organism_classification ,Dovetail joint ,lcsh:Genetics ,030104 developmental biology ,DNA microarray ,Functional genomics ,Genome, Plant ,010606 plant biology & botany ,Biotechnology ,Research Article - Abstract
Background Third generation sequencing technologies, with sequencing reads in the tens- of kilo-bases, facilitate genome assembly by spanning ambiguous regions and improving continuity. This has been critical for plant genomes, which are difficult to assemble due to high repeat content, gene family expansions, segmental and tandem duplications, and polyploidy. Recently, high-throughput mapping and scaffolding strategies have further improved continuity. Together, these long-range technologies enable quality draft assemblies of complex genomes in a cost-effective and timely manner. Results Here, we present high quality genome assemblies of the model legume plant, Medicago truncatula (R108) using PacBio, Dovetail Chicago (hereafter, Dovetail) and BioNano technologies. To test these technologies for plant genome assembly, we generated five assemblies using all possible combinations and ordering of these three technologies in the R108 assembly. While the BioNano and Dovetail joins overlapped, they also showed complementary gains in continuity and join numbers. Both technologies spanned repetitive regions that PacBio alone was unable to bridge. Combining technologies, particularly Dovetail followed by BioNano, resulted in notable improvements compared to Dovetail or BioNano alone. A combination of PacBio, Dovetail, and BioNano was used to generate a high quality draft assembly of R108, a M. truncatula accession widely used in studies of functional genomics. As a test for the usefulness of the resulting genome sequence, the new R108 assembly was used to pinpoint breakpoints and characterize flanking sequence of a previously identified translocation between chromosomes 4 and 8, identifying more than 22.7 Mb of novel sequence not present in the earlier A17 reference assembly. Conclusions Adding Dovetail followed by BioNano data yielded complementary improvements in continuity over the original PacBio assembly. This strategy proved efficient and cost-effective for developing a quality draft assembly compared to traditional reference assemblies. Electronic supplementary material The online version of this article (doi:10.1186/s12864-017-3971-4) contains supplementary material, which is available to authorized users.
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- 2017
48. Zinc-Dependent Transcriptional Regulation in Paracoccus denitrificans
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Belkis Jacquez, Thiruvarangan Ramaraj, Durga P. Neupane, Erik T. Yukl, Faye D. Schilkey, and Anitha Sundararajan
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0301 basic medicine ,Microbiology (medical) ,Regulation of gene expression ,Nitric-oxide reductase ,zinc ,Promoter ,Biology ,Nitrite reductase ,biology.organism_classification ,Microbiology ,03 medical and health sciences ,030104 developmental biology ,Regulon ,Biochemistry ,transcription factors ,metal homeostasis ,Transcriptional regulation ,RNA-seq ,Paracoccus denitrificans ,gene regulation ,Transcription factor - Abstract
Zinc homeostasis is critical for bacterial survival and is mediated largely at the transcriptional level by the regulation of zinc uptake and efflux genes. Here we use RNA-seq to assess transcriptional changes as a result of zinc limitation in the denitrifying bacterium Paracoccus denitrificans. The results identify the differential expression of 147 genes, most of which were upregulated in zinc-depleted medium. Included in this set of genes are a large number of transition metal transporters, several transcription factors, and hypothetical proteins. Intriguingly, genes encoding nitric oxide reductase (norCB) and nitrite reductase (nirS) were also upregulated. A Zur consensus binding motif was identified in the promoters of the most highly upregulated genes. The zinc uptake regulator (Zur) from this organism was also characterized and shown to bind to the Zur motif in a zinc-dependent manner. This work expands our current understanding of the transcriptional response of gram-negative bacteria to zinc limitation and identifies genes involved in denitrification as part of the Zur regulon.
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- 2017
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49. Zinc-Dependent Transcriptional Regulation in
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Durga P, Neupane, Belkis, Jacquez, Anitha, Sundararajan, Thiruvarangan, Ramaraj, Faye D, Schilkey, and Erik T, Yukl
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transcription factors ,zinc ,metal homeostasis ,RNA-seq ,gene regulation ,Microbiology ,Original Research - Abstract
Zinc homeostasis is critical for bacterial survival and is mediated largely at the transcriptional level by the regulation of zinc uptake and efflux genes. Here we use RNA-seq to assess transcriptional changes as a result of zinc limitation in the denitrifying bacterium Paracoccus denitrificans. The results identify the differential expression of 147 genes, most of which were upregulated in zinc-depleted medium. Included in this set of genes are a large number of transition metal transporters, several transcription factors, and hypothetical proteins. Intriguingly, genes encoding nitric oxide reductase (norCB) and nitrite reductase (nirS) were also upregulated. A Zur consensus binding motif was identified in the promoters of the most highly upregulated genes. The zinc uptake regulator (Zur) from this organism was also characterized and shown to bind to the Zur motif in a zinc-dependent manner. This work expands our current understanding of the transcriptional response of gram-negative bacteria to zinc limitation and identifies genes involved in denitrification as part of the Zur regulon.
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- 2017
50. Molecular and Biological Characterization of a New Isolate of Guinea Pig Cytomegalovirus
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Thiruvarangan Ramaraj, Michael A. McVoy, John A. Crow, Claudia Fernández-Alarcón, Nelmary Hernandez-Alvarado, Jason C. Zabeli, Shane C McAllister, Aníbal G. Armién, and Mark R. Schleiss
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Human cytomegalovirus ,Guinea Pigs ,Molecular Sequence Data ,lcsh:QR1-502 ,Roseolovirus Infections ,Genome, Viral ,Genome ,lcsh:Microbiology ,Virus ,Article ,congenital cytomegalovirus infection ,Microscopy, Electron, Transmission ,Immunity ,cytomegalovirus strain variation ,Pregnancy ,Virology ,MHC class I ,medicine ,Animals ,ORFS ,congenital CMV vaccines ,biology ,Strain (chemistry) ,Virion ,Sequence Analysis, DNA ,medicine.disease ,biology.organism_classification ,CMV immune evasion ,Infectious Disease Transmission, Vertical ,Infectious Diseases ,DNA, Viral ,biology.protein ,guinea pig cytomegalovirus ,Female ,Roseolovirus - Abstract
Development of a vaccine against congenital infection with human cytomegalovirus is complicated by the issue of re-infection, with subsequent vertical transmission, in women with pre-conception immunity to the virus. The study of experimental therapeutic prevention of re-infection would ideally be undertaken in a small animal model, such as the guinea pig cytomegalovirus (GPCMV) model, prior to human clinical trials. However, the ability to model re-infection in the GPCMV model has been limited by availability of only one strain of virus, the 22122 strain, isolated in 1957. In this report, we describe the isolation of a new GPCMV strain, the CIDMTR strain. This strain demonstrated morphological characteristics of a typical Herpesvirinae by electron microscopy. Illumina and PacBio sequencing demonstrated a genome of 232,778 nt. Novel open reading frames ORFs not found in reference strain 22122 included an additional MHC Class I homolog near the right genome terminus. The CIDMTR strain was capable of dissemination in immune compromised guinea pigs, and was found to be capable of congenital transmission in GPCMV-immune dams previously infected with salivary gland‑adapted strain 22122 virus. The availability of a new GPCMV strain should facilitate study of re-infection in this small animal model.
- Published
- 2014
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