Chromosoma
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Preprints posted in the last 30 days, ranked by how well they match Chromosoma's content profile, based on 10 papers previously published here. The average preprint has a 0.00% match score for this journal, so anything above that is already an above-average fit.
Sattler, M. C.; Singh, A.; Bass, H. W.; Mondin, M.
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BackgroundMaize knobs are regions of constitutive heterochromatin that are readily identified in both meiotic and somatic chromosomes. These structures have been characterized as stable throughout the cell cycle, exhibiting late replication during the S-phase, and are composed of two specific families of highly repetitive DNA sequences: K180 and TR-1. Although widely used as cytogenetic markers due to their variability in number and chromosomal position across inbred lines, hybrids, and landraces, little is known about their chromatin structure and dynamics. In this study, we analyzed chromatin accessibility of knobs using DNS-seq data across four maize tissues representing distinct developmental stages. ResultsOur results reveal that K180 knobs exhibit tissue-specific variation in chromatin accessibility, transitioning between open and closed states during development. In contrast, the TR-1 knob of chromosome 4 remained consistently inaccessible across all tissues analyzed. A knob composed of both K180, and TR-1 further supported this observation, with only the K180 region showing dynamic accessibility. To validate these findings, we also analyzed other repetitive regions such as centromeres, which showed a uniformly closed chromatin structure similar to TR-1. These results suggest a unique developmental modulation of chromatin accessibility associated with K180 repeats. While the chromatin accessibility of knobs does not reach the levels observed at Transcription Start Sites (TSS), the comparison among different classes of repetitive DNA within maize constitutive heterochromatin provides compelling evidence for sequence-specific and tissue-specific chromatin dynamics. ConclusionsOur findings uncover a previously unrecognized property of maize knobs and establish a reference for future studies on chromatin organization and epigenetic regulation of repetitive DNA in plant genomes.
Gulka, A. O. D.; Kang, K. A.; Zhou, Z.; Gorkin, D. U.
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BackgroundGene expression changes in response to developmental and environmental cues rely on cis-regulatory sequence elements (cREs). BRG1/BRM-Associated Factors (BAF) chromatin remodeling complexes maintain chromatin accessibility at many cREs, enabling binding by transcription factors (TFs). However, cREs exhibit a broad range of sensitivity to loss of BAF function, and the basis of this variability remains unknown. ResultsTo identify the characteristics of BAF-dependent cREs, we mapped chromatin accessibility changes following acute pharmacologic BAF inhibition in GM12878 lymphoblastoid cells. We integrated these results with over 100 TF and histone modification ChIP-seq datasets and used machine learning to identify features that predict chromatin accessibility changes. We found that Activator Protein 1 (AP-1) factors and lymphoid lineage-defining TFs including RUNX3 and PU.1 predicted BAF-dependence. Strikingly, we found that cREs bearing the chromatin signature of "primed" enhancers - enriched for H3K4me1 but lacking H3K27ac - were significantly more sensitive to BAF inhibition than typical active enhancers. As primed enhancers are known to facilitate transcriptional responses to stimuli, we tested the requirement of BAF activity in these responses. Acute BAF inhibition was sufficient to prevent both chromatin and transcriptional responses to interferon gamma and dexamethasone. cREs which normally gained accessibility in response to stimulation failed to do so with BAF inhibition, and these cREs were linked to genes with suppressed transcriptional induction. ConclusionsCollectively, our results demonstrate a requirement for continuous BAF activity to enable stimulus response and suggest that defective signal responsiveness may be a pathogenic mechanism in disease states caused by loss-of-function mutations in BAF subunits.
Loh, Y. H. E.; Lieber, M. R.; Okitsu, T.; Yen, C.; Wlodarczyk, J.; Manojlovic, Z.; Hsieh, C.-L.
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DNA repair in biochemical and genetic experimental systems permits a precise definition of enzyme requirements and mechanistic steps. Comparing these findings to repair events at naturally occurring damage sites in multicellular organisms is essential for confirming and expanding these insights into a physiologic context. However, heterogeneity in any normal cell population increases with each cell division, and the reliable detection of replication-independent DNA damage sites and their repair has been a major barrier. Here, we examine single human colon crypts, which harbor natural cell clones, using a novel whole-genome sequencing (WGS) method to identify complex insertion-deletion (indel) in the crypt stem cells. Analysis of complex indel events likely repaired by non-homologous end joining occurring in crypt stem cells permits inferences about the in vivo repair of naturally occurring DNA damage within physiologically-relevant chromatin in normal human cells.
Brewer, B. J.; Martin, R.; Ramage, E.; Payen, C.; Di Rienzi, S. C.; Zhao, Y.; Zane, K.; Verhey, J.; Galey, M.; Miller, D. E.; Ong, G. T.; McKee, J. L.; Alvino, G. M.; Dunham, M. J.; Raghuraman, M. K.
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Gene amplification is a potent driver of evolution and is thought to contribute to genetic diseases, including cancer. The yeast Saccharomyces cerevisiae is a powerful organism for understanding amplification mechanisms. When yeast is grown long term in sulfate-limiting chemostats, amplification of the gene that encodes the primary sulfate transporter, SUL1, is a common outcome. Here we describe a form of SUL1 amplification in which multiple copies of the right terminal region of chromosome II are appended in tandem to a native telomere. We find this form of amplicon when we delete the origin of replication next to SUL1 or delete a variety of genes involved in DNA metabolism. It is the only form of amplification found in a yku70{Delta} mutant suggesting that unprotected telomeres are involved. We propose that these terminal addition events occur when the unprotected 3 G1-3T telomeric sequence invades a short ([~]7 bp) internal telomere sequence (ITS) to begin a form of microhomology-mediated break-induced replication (mmBIR) that has been documented in type-I survivors of telomerase mutants. In addition to amplification of the right end of chromosome II we also find that telomeres containing the sub-telomeric repeat Y experience similar tandem amplification events and show that their formation is reduced in a pol32{Delta} mutant, a gene required for mmBIR. Within individual amplicons the ITSs and Ys are nearly identical, suggesting that the multiple copies of the amplified region are generated in a single mmBIR event that we describe as pseudo-rolling circle mmBIR. A similar amplification event at the P-telomere of human chromosome 18 has four copies of a [~]54 kb region separated by ITSs of nearly identical size. This finding suggests that these additional copies of the terminal fragment of human chromosome 18 arose by the same pseudo-rolling circle mechanism, perhaps during a period of telomeric stress. AUTHOR SUMMARYThe human genome is peppered with duplicates (or higher numbers) of segments that are located at sites both nearby and distant from the original, ancestral segments. These Copy Number Variants, or CNVs, appear to be highly variable among different individuals and are being examined with great interest as potential loci associated with genetic disease. Experimentally determining how these CNVs arise and become distributed across the genome is nearly impossible using humans. We are using budding yeast as the model organism to explore mechanisms of gene amplification. In this work we show that by destabilizing the ends of yeast chromosomes (telomeres) or by interfering with genes involved in the replication, repair, or recombination of DNA results in a specific form of segmental copy number increase that is initiated at telomeres. We propose that a telomere invades an internal chromosome site and sets up a pseudo-circular template for conservative DNA replication. The outcome is a chromosome with multiple, identical copies of a chromosome end arranged in tandem. We believe that it is also a major mechanism used by cells to repair telomeres that have become eroded during aging.
Stephens, E.; Hamza, A.; Driessen, M. R. M.; O'Neil, N. J.; Stirling, P. C.; Hieter, P.
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The cohesin complex has conserved roles in sister chromatid cohesion, DNA replication, genome organization, and the DNA damage response. We heterologously expressed the human cohesin complex in yeast to probe the behaviour of human cohesin. Human cohesin was unable to complement loss of function mutations in yeast cohesin, either as single subunits or as complexes, including in the context of co-expressing up to 12 human cohesin-associated genes. Heterologous expression of human cohesin in yeast expressing wildtype yeast cohesin resulted in dominant cohesion dysregulation and DNA damage sensitivity phenotypes. We used co-immunoprecipitation to demonstrate that human SMC proteins interact with endogenous yeast cohesin rings creating dominant-negative hybrid complexes that disrupt endogenous cohesin biology.
Cooper, H. B.; Rojas Lopez, K. E.; Schiavinato, D.; Black, M. A.; Gardner, P. P.
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Proteins and non-coding RNAs are functional products of the genome that are central for crucial cellular processes. With recent technological advances, researchers can sequence genomes in the thousands and probe numerous genomic activities of many species and conditions. Such studies have identified thousands of potential proteins, RNAs and associated activities. However there are conflicting interpretations of the results and therefore which regions of the genome are "functional". Here we investigate the relative strengths of associations between coding and non-coding gene functionality and genomic features, by comparing reliably annotated functional genes to non-genic regions of the genome. We find that the strongest and most consistent association between functional genes and genomic features are transcriptional activity and evolutionary conservation. We also evaluated sequence-based statistics, genomic repeats, epigenetic and population variation data. Other features strongly associated with function include histone marks, chromatin accessibility, genomic copy-number, and sequence alignment statistics such as coding potential and covariation. We also identify potential issues with SNP annotations in short non-coding RNAs, as some highly conserved ncRNAs have significantly higher than expected SNP densities. Our results demonstrate the importance of evolutionary conservation and transcription activity for indicating protein-coding and non-coding gene function. Both should be taken into consideration when differentiating between functional sequences and biological or experimental noise.
Domingues-Silva, B.; Azzalin, C. M.
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Mammalian telomeric DNA comprises long tracts of tandem TTAGGG repeats. The same repeats are also found at internal chromosomal regions called interstitial telomeric sequences (ITSs). Telomeres are transcribed into UUAGGG-containing transcripts, named TERRA, which serve multiple functions in maintaining telomere integrity. Complementary RNAs containing C-rich telomeric repeats, named ARIA, have also been identified in few yeast mutants and mammalian cells with dysfunctional telomeres. The molecular features and functions of ARIA remain understudied, mainly due to its low abundance and the lack of suitable cellular systems. Here, we show that Chinese hamster ovary (CHO) cells produce abundant TERRA and ARIA transcripts, predominantly originating from ITSs. Both RNAs are polyadenylated, exhibit relatively short half-lives and form large cellular foci. We also show that ARIA depletion leads to exposure of single-stranded (ss) DNA at ITSs and that ssDNA exposure increases when ITS DNA is damaged. SsDNA formation does not require the DNA damage signaling kinases ATM and ATR, nor the exonucleases DNA2 and EXO1; however, ATM prevents excessive ssDNA accumulation when ARIA function is inhibited. These findings establish CHO cells as a powerful model to dissect telomeric RNA functions and reveal ARIA as a key regulator of telomeric repeat DNA integrity.
Finkel, J. M.; Williams, M. G.; Nirmal, M. B.; Pandey, S.; Howe, E. D.; Liu, C. T.; Lohman, J. R.; Sharma, N.; Vo, T. V.
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Background/ObjectivesRNA polymerase II is a multifunctional complex that is critical for gene regulation and environmental responses. Its POLR2I subunit in human is associated with various pathologies, including cancer chemoresistance. However, much of our understanding of how POLR2I could function indirectly derives from studies of its homologs in yeasts called Rpb9. Here, we endogenously humanized the rpb9 gene of the fission yeast Schizosaccharomyces pombe to examine the functional capabilities of POLR2I. MethodsWe edited the genomic rpb9 locus in S. pombe so that it encodes the human POLR2I protein, and investigated functional and structural conservation. ResultsWith our humanized yeast system, we find widespread functional complementation by human POLR2I of S. pombe rpb9 roles in yeast growth, chronological aging, and stress responses. We also find that POLR2I complements novel roles for yeast rpb9 in facultative heterochromatin assembly, resistance against the chemotherapy 5-fluorouracil, and resistance against the fungicide thiabendazole. In contrast, we find that POLR2I cannot complement the role of rpb9 in resistance against the transcription elongation inhibitor 6-azauracil (6-AU) in our system. Interestingly, POLR2I could complement 6-AU resistance if ectopically expressed. Lastly, we observe extensive structural homology between Rpb9 and POLR2I proteins. ConclusionsOur study establishes an endogenous cross-species gene complementation strategy that uncovers both conserved and rewired functions of fission yeast rpb9 and its human homolog, POLR2I. In addition to validating conserved roles, we also identified conservation of previously unrecognized roles of rpb9 in heterochromatin formation and chemoresistance.
Kesälahti, R.; Cervantes, S.; Niskanen, A.; Pyhäjärvi, T.
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Genomic imprinting is a rare epigenetic phenomenon in plants and animals, defined by parent-of-origin specific gene expression. Its molecular mechanisms and evolutionary significance remain incompletely understood. In this study, we investigated whether genomic imprinting occurs in Scots pine and, by extension, in other conifers to gain insight into the evolutionary origins of imprinting. We performed reciprocal crosses to assess imprinting in seed embryos and applied a unique approach that used exome-capture data from the haploid, maternally inherited megagametophyte tissue to identify maternal alleles, thereby allowing us to infer paternal alleles in the embryos of the same seeds. Our findings show that maternally inherited haploid megagametophyte tissue offers an effective strategy for resolving parental alleles in offspring while simultaneously removing extensive paralogous variation from the dataset. This framework is broadly applicable to other conifer species and to taxa that possess comparable maternally derived haploid tissues. No evidence of genomic imprinting was detected. Although the limited overlap between the exome-capture and RNA-sequencing datasets and the stringent paralog filtering reduced the amount of analyzable data considerably, the absence of detectable imprinting may also reflect genuinely weak or absent imprinting signals in conifers. We identified several limitations in this preliminary study and outline recommendations for future work to overcome them, and additional research will be necessary to determine whether genomic imprinting occurs in conifers
Kumar, S. L.; Beniwal, R.; Mohanty, A.; Kumar, A.; Kumari, A.; Gandham, R. K.; Hunter, N.; Prasada Rao, H.
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Crossing over during meiosis drives genetic diversity and ensures the accurate segregation of homologous chromosomes. Variation in the rate of crossing over has been linked to evolutionary divergence and environmental adaptability, shaping fitness and responses to selective pressures. Despite its significance, the molecular mechanisms underlying this variation remain poorly understood. Crossover sites are selected from a large pool of potential sites initiated by programmed DNA double-strand breaks. Post-translational modification by SUMO (Small Ubiquitin-like Modifier) has been implicated in this process. Here, we show that crossover rate, chromosome length, and abundance of chromosome-associated SUMO are positively correlated across a range of vertebrate species, including mouse, chicken, pig, cattle, sheep, and goat. Crossover variation between goat breeds across the Indian subcontinent was also positively correlated with chromosomal SUMO level. Furthermore, modulating SUMO levels in cultured goat spermatocytes altered crossover frequency. Cumulatively, these observations point to a central role for SUMO in mediating crossover variation both between and within vertebrate species.
Shen, J.; Tang, S.; Xia, Y.; Qin, J.; Xu, H.; Tan, Z.
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BackgroundConventional models of human ribosomal DNA (rDNA) array organization have historically depended on transcription-centric boundaries, partitioning the unit into a [~]13 kb rDNA transcription region and a monolithic [~]31 kb intergenic spacer (IGS). While our previous identification of Duplication Segment Units (DSUs) mapped these arrays based on an intuitive analysis of the microsatellite density landscape of the complete reference human genome, our present deep mining of this landscape has revealed a more accurate rDNA Gene Unit Pattern. Methods & ResultsIn this study, we conducted a deep mining analysis of our previously established microsatellite density landscape of the T2T-CHM13 assembly, focusing specifically on nucleolar organizing regions (NORs). We suggest a more accurate rDNA Gene Unit Pattern containing a (CTTT)n microsatellite aggregation ahead of the rDNA gene and a (CT)n microsatellite aggregation behind the gene, rather than a pattern featuring an IGS region inserted between two rDNA genes. ConclusionsA correct rDNA gene pattern of the human genome probably includes a (CTTT)n microsatellite aggregation ahead of the gene and a (CT)n microsatellite aggregation behind it, which possibly constitute cis- and trans-regulating regions; the (CTTT)n and (CT)n microsatellite aggregations may provide two different local stable DNA structures for regulatory protein binding.
Raatz, R. C.; Hammerl, D. R.; Kornyushenko, A.; Graumann, P.
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The restart of replication forks that have become stalled or disintegrated during the replication cycle is vital for all organisms, and in many bacterial species involves the conserved and essential DNA helicase PriA. PriA has been shown to physically interact with the C-terminus of SSB, which also binds to several other proteins involved in DNA repair and restart. It has been proposed that PriA is enriched at all replication forks in Bacillus subtilis via SSB interaction, such that it is instantly present to respond to a requirement for restart. Using single molecule tracking, we show that SSB and PriA are comprised of populations having very different diffusion constants, ruling out that PriA is co-migrating with fork-bound SSB. Indeed, PriA was only enriched at a subset of cells in exponentially growing cells, dependent on the C-terminus of SSB, but largely showed confined motion through the entire genome, searching for target sites in a transcription factor-like manner. Upon stalling of forks, SSB became highly enriched in all cells, suggesting a first line of response. PriA was also visibly enriched at forks following replication stress, in contrast to primosome proteins DnaD and DnaI, who showed only moderate changes in localization or in single molecule motion. PriA dwell times were affected by the lack of the SSB C-terminus, and also by the absence of RecG helicase, which is involved in recombination events. Heterogeneity of restart proteins at replication forks also extends to translesion DNA polymerases PolY1 and PolY2. Both proteins are low-abundant such that a considerable fraction of cells is devoid of any molecule. Our findings show that SSB accumulation is an initial response to replication stress, and that translesion synthesis and lesion skipping are less frequent events than fork remodelling.
Howard, L.; Wagner, P. J.
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Paleobiologists commonly use genera as a proxy for species in biodiversity studies. However, a lingering concern is that patterns among genera might not always faithfully reflect patterns among species. To date, the concern has focused chiefly on measured patterns of richness over time and on implied origination and extinction rates. However, similar issues might arise for studies of morphological disparity. Moreover, there potentially are additional implications of disparity patterns among species versus those among genera concerning the range of observable anatomical characters and whether disparity within genera is comparable to disparity among genera. If clades have some relatively slowly changing characters that workers have used to denote different genera, then we would expect to see congeneric species to cluster in morphospace; however, if such characters are rare, then within-genus disparity might approach among-genus disparity. Here, we use genus-level and species-level disparity patterns among acanthoceratid ammonoids from the Late Cretaceous. In particular, we examine whether these different level imply different evolutionary dynamics over a major ecological event (Ocean Anoxic Event 2) and how disparity within genera (i.e., among congeneric species) compares to disparity among genera. We find genus-level disparity somewhat inflates early acanthoceratid disparity but implies similar patterns over the OAE2. We also find that within-genus disparity is slightly lower than among-genus, but not hugely so. The combined results suggest that acanthoceratoid shell anatomy does not really show "genus" level characters, even if congeneric species do tend to be more similar to each other than to species in other genera. Thus, this might provide more of a warning for other types of studies using anatomical data (e.g., phylogenetic studies) than for disparity studies. Non-technical SummaryMany paleobiologists use genera to examine scientific questions. This leads to questions over whether this broader approach misses important species-level patterns. This study uses acanthoceratid ammonoids from the Late Cretaceous to examine disparity patterns at both the genus-level and the species-level. We specifically examine the disparity at both levels of this group over a time of high stress for this group, Ocean Anoxic Event 2 (OAE2). Our results show that genus-level disparity slightly exaggerates early acanthoceratid disparity but lowers to a similar pattern to the species-level disparity during OAE2. Within-genus disparity is shown to be slightly lower than among-genus, but not enough to be startling. Together, these results indicate that while some species within the same genus tend to be more alike to each other than those in other genera, there isnt a set of true "genus" level characters. This outcome leads to a warning against using anatomical data in phylogenetic studies, but less so for disparity studies.
Lane, S. A. E.; Zaman, R.; Cahill, J. F.; Fitzsimmons, C. J.; Erland, L. A. E.
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The contribution of soil chemistry to plant growth and resilience, including presence of phytohormones, is increasingly recognized. However, comprehensive characterization of soil phytohormones remains limited by chemical complexity of soil matrices, diversity and low- abundance of metabolites. To enable further discoveries we developed and validated performance of a liquid chromatography-mass spectrometry method with solid phase extraction, integrating targeted and untargeted hormonomic approaches for comprehensive soil phytohormone profiling. Method performance was evaluated for sixteen plant growth-regulating compounds and precursors, including abscisic acid, auxins, cytokinins, gibberellic acid, jasmonic acid, salicylic acid, karrikins, melatonin, serotonin, and tryptophan. The method demonstrated strong linearity (R{superscript 2} = 0.989-0.999), high sensitivity (limits of detection and quantification 0.1-50.2 and 1.4-167.3 pg on-column, respectively), and acceptable precision (1.3-9.6% intraday; 3.4-34.8% interday). Soil composition had a significant effect on recovery, with recovery being poor in some soils such as clay-rich soils; however, recovery for most phytohormones were within 20% of the matrix- adjusted spiked value. Validation results confirm that the method is suitable for use and was then used to quantify analytes in representative soil types. Integration of untargeted analysis expanded coverage to 250 additional putative phytohormones and hormone-related metabolites, revealing chemical signatures potentially associated with plant community composition. The method is robust across these soils spanning sandy, peat-rich, and clay-rich textures. This approach provides a versatile framework for investigating belowground phytohormone dynamics and their roles in plant physiology, resilience, and soil-plant feedbacks.
Campos, R. A.; Carlson, P. T.; Sebastiao, I.; Vieira, J. G. P.; Matiolli, C.; Viana, A. J. C.; Vincentz, M.
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Plant survival and growth depend partly on the ability to manage energy resources in response to changing environmental conditions. SnRK1 plays a central role in this process by restricting growth under energy-limiting conditions while promoting stress adaptation and survival. When activated, SnRK1 triggers transcriptional reprogramming that prioritizes energy-producing pathways. A key mediator of this response is the transcription factor bZIP63, whose activity is regulated by SnRK1-dependent phosphorylation. Given its roles in energy homeostasis and its interaction with the circadian clock, bZIP63 influences growth and is therefore a candidate component of the Metabolic Daylength Measurement (MDLM) system, which integrates starch and sucrose metabolism with circadian timing and photosynthetic duration to regulate vegetative growth under contrasting photoperiods. We show that 39 bZIP63 direct targets regulated by SnRK1 correspond to a subset of short-day-induced genes associated with the MDLM system and are downregulated in a bZIP63 T-DNA mutant (bzip63-2) and/or in an RNAi-induced silencing line (RNAiWs_L9). Downregulation of these genes was more extensive in RNAiWs_L9 than in bzip63-2, possibly due to the unexplained silencing of BAM4, a {beta}-amylase that promotes starch degradation. Under short-day conditions, the frameshift mutant bzip63-5 (Col-0), bzip63-2 (Ws), and the bzip1-1/bzip53-1/bzip63-5 (Col-0) triple mutant, which disrupts bZIP63 heterodimerization partners, showed similar deregulation of a subset of these genes and comparable growth inhibition, whereas both growth and gene deregulation were more strongly affected in RNAiWs_L9. We further show in two partially complemented bzip63-2 lines that bZIP63 protein levels increase toward the end of the night and decline toward the end of the day, in synchrony with the diel oscillation of its transcript. Additional analyses of these lines, together with bzip63-2 line overexpressing bZIP63, suggest that the timing and amplitude of bZIP63 accumulation contribute to shaping the expression profiles of a subset of the 39 MDLM-associated genes. Together, these findings indicate that bZIP63 participates in a regulatory network linking SnRK1 signaling, photoperiod-changes, and growth within the MDLM system.
Pettinga, D.; Fonseca-Garcia, C.; Krause, G.; Ploemacher, H.; Wheeler, T.; Clendinen, C. S.; Handakumbura, P.; Egbert, R.; Coleman-Derr, D.
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O_LIPlant growth is influenced by the composition of its associated microbiome. The inherent complexity and functional redundancy of natural plant microbiomes presents a formidable barrier to understanding the myriad biological interactions therein. Efforts have been made to develop synthetic microbial communities (SynComs) that can provide a rigorous and generalizable framework for the rational design of next-generation microbial products for sustainable agriculture. We test multiple strategies for stable, plant growth promoting SynCom design and evaluate the phenotypic and molecular impacts of a successful plant-SynCom interaction. C_LIO_LIWe designed 4 distinct, reduced-complexity variants of SynCom SRC1 and assessed their capacities for colonization, stability, and plant growth promotion. To understand the impact on plant performance of our highest performing SynCom variant, we characterized the hosts longitudinal transcriptional response to SynCom inoculation and corroborated the results with metabolomics analysis. C_LIO_LIThe top performing SynCom stably colonized sorghum roots and rhizospheres, elicited plant growth promotion, and induced dynamic spatiotemporal gene transcription in sorghum roots and shoots defined by modulation of growth-defense tradeoff machinery and enhanced flavonoid production. C_LIO_LIThe resultant reduced-complexity SynCom is a highly stable, soil-independent, plant growth promoting, and demonstrates the utility of colonization-based selection criteria, integrated with longitudinal transcriptomic and metabolomic characterization. C_LI
Jin, Y.; Sverchkov, Y.; Sushkova, A.; Ohtake, M.; Emfinger, C.; Craven, M.
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MotivationLarge-scale gene knockdown/knockout screens have been used to gain insight into a wide array of phenotypes and biological processes. However, conducting such experiments is expensive and labor-intensive. In this work, we present a general graph-based machine-learning approach that can predict the effects of gene perturbations on molecular phenotypes of interest given some measured phenotypic effects of other gene perturbations. The motivation for learning models that can predict the effects of gene perturbations is fourfold. Such models can (1) predict effects for unmeasured genes in cases in which cost or technical barriers preclude perturbing every gene, (2) prioritize unmeasured genes or sets of genes for subsequent perturbation experiments, (3) hypothesize mechanisms that underlie the relationships between the perturbed genes and their effects, and (4) generalize to other unmeasured phenotypes of interest. ResultsWe evaluate our approach by applying it, in conjunction with four different learning methods, to learn models for four varied phenotypes. Our empirical evaluation demonstrates that the learned models (1) show relatively high levels of predictive accuracy across the four phenotypes, (2) have better predictive accuracy than several standard baselines, (3) can often learn accurate models with small training sets, (4) benefit from having multiple sources of evidence in the input representation, (5) can, in many cases, transfer their predictive value to other phenotypes. Availability and ImplementationThe Assembled datasets and source code for this work is available at: https://github.com/Craven-Biostat-Lab/graph-molecular-phenotype-prediction
Ravagni, S.; Battilani, D.; Salado, I.; Lobo, D.; Sarabia, C.; Leiva, C.; Caniglia, R.; Fabbri, E.; Ciucci, P.; Girardi, M.; Santos, F. I.; Kusak, J.; Mattucci, F.; Naderi, M.; Nowak, C.; Sekercioglu, C.; Skrbinsek, T.; Velli, E.; Stronen, A. V.; Vila, C.; Godinho, R.; Leonard, J.; Vernesi, C.
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Have European gray wolves recovered? Despite an increase to [~]21,000 wolves (Canis lupus), our genomic analyses reveal significant risks to their long-term viability. We analyzed over 200 whole-genomes spanning five major European populations. Rather than a single recovering population, European wolves form a mosaic of isolated, independently evolving lineages, mostly diverging in the late Pleistocene. All lineages have contemporary effective population sizes below the threshold for long-term viability (Ne [≥] 500) and show extensive inbreeding. Runs of homozygosity reveal population-specific inbreeding histories spanning recent to deep timeframes. Most lineages exhibit higher realized than masked genetic load, indicating emerging inbreeding depression. These findings challenge claims that downlisting European wolves is biologically warranted: none of these populations currently meets thresholds associated with favorable conservation status.
Martin, C. J.; Popova, L. V.; Nagarajan, P.; Oser, E. A.; Lovejoy, C. M.; Sunkel, B. D.; Stanton, B.; Freitas, M. A.; Parthun, M. R.
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Many regions of heterochromatin associate with the nuclear periphery and are known as Lamin-associated domains (LADs). Histone acetyltransferase 1 (Hat1) is a highly conserved enzyme which acetylates newly synthesized histones H4 on lysines 5 and 12 prior to their deposition on chromatin. Hat1 is required to preserve chromatin accessibility within a subset of LADs called Hat1-dependent accessibility domains (HADs). Here we profile a diverse set of histone modifications in Hat1 KO and WT immortalized mouse embryonic fibroblasts (iMEFs) and find that Hat1 regulates diverse aspects of the structure of HADs and non-HAD LADs (nhLADS). In HADs, these changes include the conversion of H3K9me2 to H3K9me3. Analysis of H3K9-specific histone methyltransferases (HMTs) shows that that Suv39h1 and Suv39h2 have distinct localization patterns, where only Suv39h2 localizes to LADs. G9a only localizes to LADs in regions enriched for H3K9me2. We find that Hat1 loss results in a redistribution of these HMTs in both HADs and nh LADs. There is a decrease in the levels of G9a with a concomitant increase in Suv39h2. These results suggest Hat1 functions to restrain the formation of a more strongly heterochromatic state and highlight a role for Hat1 as an essential regulator of heterochromatin inheritance. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=97 SRC="FIGDIR/small/713225v1_ufig1.gif" ALT="Figure 1"> View larger version (23K): org.highwire.dtl.DTLVardef@9f6238org.highwire.dtl.DTLVardef@1e95415org.highwire.dtl.DTLVardef@18f3e0aorg.highwire.dtl.DTLVardef@1322426_HPS_FORMAT_FIGEXP M_FIG C_FIG
Immler, R.; Nadolni, W.; Franz, J. M.; Bertsch, A.; Baasch, S.; Morikis, V. A.; Kurova, A.; Borso, M.; Forne, I.; Itang, E. C. M.; Mueller-Reif, J. B.; Pruenster, M.; Wackerbarth, L. M.; Napoli, M.; Rohwedder, I.; Yevtushenko, A.; Rauer, M.; Kolben, M.; Moser, M.; Barnea, E.; Boerries, M.; Vogl, T.; Simon, S. I.; Klein, C.; Henneke, P.; Imhof, A.; Zierler, S.; Sperandio, M.
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Pregnancy is a unique period regarding immune cell regulation. Within the placenta, maternal immune cells play a central role in immune surveillance and tissue remodeling. However, regulatory mechanisms of systemic immunity during pregnancy are less clear. Here, we show that neutrophil function is altered in pregnant mice (E13.5), indicated by increased slow rolling velocity and reduced adhesion. Mechanistically, PreImplantation factor (PIF), a 15 amino acid peptide which is produced by human and murine trophoblast cells of the placenta, is continuously secreted into the maternal circulation and plays a key role in modulating neutrophil function via blocking the voltage-gated potassium channel KV1.3. This resulted in impaired intracellular Ca2+ signaling and subsequently disturbance of neutrophil post-arrest modifications and a higher susceptibility to physiological shear forces in vivo and in vitro. Furthermore, PIF-mediated KV1.3 blockade impaired E-selectin-mediated release of S100A8/A9 and phagocytosis. Taken together, we have identified PIF as an important modulator of neutrophil function during pregnancy suggesting a critical role in regulating innate immune responses throughout gestation.