Allotetraploid cotton species (Gossypium hirsutum and Gossypium barbadense) have long been cultivated worldwide for natural renewable textile fibers. The draft genome sequences of both species are available but they are highly fragmented and incomplete 1-4. Here we report referencegrade genome assemblies and annotations for G. hirsutum accession Texas Marker-1 (TM-1) and G. barbadense accession 3-79 by integrating single-molecule real-time sequencing, BioNano optical mapping and high-throughput chromosome conformation capture techniques. Compared with previous assembled draft genomes 1,3 , these genome sequences show considerable improvements in contiguity and completeness for regions with high content of repeats such as centromeres. Comparative genomics analyses identify extensive structural variations that probably occurred after polyploidization, highlighted by large paracentric/pericentric inversions in 14 chromosomes. We constructed an introgression line population to introduce favorable chromosome segments from G. barbadense to G. hirsutum, allowing us to identify 13 quantitative trait loci associated with superior fiber quality. These resources will accelerate evolutionary and functional genomic studies in cotton and inform future breeding programs for fiber improvement. Cotton represents the largest source of natural textile fibers in the world. Over 90% of annual fiber production comes from allotetraploid cotton (G. hirsutum and G. barbadense), which originated from an allopolyplodization event approximately 1-2 million year ago, followed by millennia of asymmetric subgenome selection 5,6. G. hirsutum is cultivated all over the world because of its high yield and G. barbadense is prized for its superior fiber quality. To cultivate G. hirsutum that produces longer, finer and stronger fibers, one approach is to introduce the superior fiber traits from G. barbadense into G. hirsutum. A genomics-enabled breeding strategy requires a detailed and robust understanding of genomic organization. Genomic feature G. hirsutum G. barbadense

We present primary results from the Sequencing Quality Control (SEQC) project, coordinated by the United States Food and Drug Administration. Examining Illumina HiSeq, Life Technologies SOLiD and Roche 454 platforms at multiple laboratory sites using reference RNA samples with built-in controls, we assess RNA sequencing (RNA-seq) performance for junction discovery and differential expression profiling and compare it to microarray and quantitative PCR (qPCR) data using complementary metrics. At all sequencing depths, we discover unannotated exon-exon junctions, with >80% validated by qPCR. We find that measurements of relative expression are accurate and reproducible across sites and platforms if specific filters are used. In contrast, RNA-seq and microarrays do not provide accurate absolute measurements, and gene-specific biases are observed, for these and qPCR. Measurement performance depends on the platform and data analysis pipeline, and variation is large for transcript-level profiling. The complete SEQC data sets, comprising >100 billion reads (10Tb), provide unique resources for evaluating RNA-seq analyses for clinical and regulatory settings.

Gene expression data from microarrays are being applied to predict preclinical and clinical endpoints, but the reliability of these predictions has not been established. In the MAQC-II project, 36 independent teams analyzed six microarray data sets to generate predictive models for classifying a sample with respect to one of 13 endpoints indicative of lung or liver toxicity in rodents, or of breast cancer, multiple myeloma or neuroblastoma in humans. In total, >30,000 models were built using many combinations of analytical methods. The teams generated predictive models without knowing the biological meaning of some of the endpoints and, to mimic clinical reality, tested the models on data that had not been used for training. We found that model performance depended largely on the endpoint and team proficiency and that different approaches generated models of similar performance. The conclusions and recommendations from MAQC-II should be useful for regulatory agencies, study committees and independent investigators that evaluate methods for global gene expression analysis.

Publisher's copyright statement:Additional information: Use policyThe full-text may be used and/or reproduced, and given to third parties in any format or medium, without prior permission or charge, for personal research or study, educational, or not-for-pro t purposes provided that:• a full bibliographic reference is made to the original source • a link is made to the metadata record in DRO • the full-text is not changed in any way The full-text must not be sold in any format or medium without the formal permission of the copyright holders.Please consult the full DRO policy for further details. Dt, 0.56 × 10 -3 ) ( Fig. 1d and Supplementary Fig. 3). This shows that a large amount is associated with the development of the long fiber trait in cultivated cotton (Fig. 3b). 217Domestication has led to the transformation of cotton fiber from brown to white. 218To understand this phenomenon, we examined two homoeologous gene pairs only 219 subjected to domestication selection in the Dt, 4-COUMARATE:COA LIGASE (4CL) 220 and CHALCONE SYNTHASE (CHS), which encode enzymes involved in the 221 phenylpropanoid metabolic pathway ( Fig. 3c and Supplementary Fig. 6 Fig. 3c). These SNPs display reductions in nucleotide diversity that occurred 225 during domestication (Fig. 3c). Interestingly, we found that the two SNPs in the Fig. 8) 42 . We identified a total of 188,360 DNase I-hypersensitive 248 sites (DHSs) in cotton leaves and fibers, of which ca. 47% are common to both tissues 249 (Fig. 4a). DHSs were preferentially identified in chromosomal arms and 250 approximately half were detected in promoter and intergenic regions ( Fig. 4b and 251 Supplementary Fig. 9). We found DHSs are hypo-methylated, consistent with 252 previous studies 42 (Fig. 4c) H3K4me1 and inactive H3K9me2 (Fig. 4d). Intergenic DHSs were also found to 255 exhibit an enrichment of H3K4me3 and H3K27me3, but depletion of H3K9me2 and 256 no enrichment of H3K4me1 (Fig. 4e). As predicted, the patterns of chromatin 257 modification marks in cotton are different between genic and TE regions 258 ( Supplementary Fig. 10). In addition, genes with promoter DHSs are generally 259 expressed at a higher level in both tissues than those without promoter DHSs (Fig. 4f), 260 and tissue-specific promoter DHSs corresponded to higher levels of gene expression 261 ( Fig. 4g) Hi-C analysis was carried out using the TM-1 accession to characterize global 296 chromatin interactions. We generated 1.1 billion Hi-C paired-end reads, of which ca. possible Hi-C bias, HindIII fragments of less than 2 kb were merged to obtain 299 305,682 chromosomal anchor regions (Fig. 5a). On the basis of a high-quality 300 genome assembly of TM-1 (Supplementary Fig. 11), we used the Hi-C data to 301 characterize the cotton chromatin interactome (Supplementary Fig. 12) and ( Fig. 5b), but many topologically associated domain-like (TAD-like) regions were 305 identified (Fig. 5c, Supplementary Fig. 13 and Supplementary are less frequent at regions marked by H3K9me2 (Fig. 5d). (Fig. 5g). 320We...

Severe respiratory syncytial virus (RSV) infection is a major cause of morbidity and mortality in infants <2 years-old. Here we describe that high-fiber diet protects mice from RSV infection. This effect was dependent on intestinal microbiota and production of acetate. Oral administration of acetate mediated interferon-β (IFN-β) response by increasing expression of interferon-stimulated genes in the lung. These effects were associated with reduction of viral load and pulmonary inflammation in RSV-infected mice. Type 1 IFN signaling via the IFN-1 receptor (IFNAR) was essential for acetate antiviral activity in pulmonary epithelial cell lines and for the acetate protective effect in RSV-infected mice. Activation of Gpr43 in pulmonary epithelial cells reduced virus-induced cytotoxicity and promoted antiviral effects through IFN-β response. The effect of acetate on RSV infection was abolished in Gpr43 − / − mice. Our findings reveal antiviral effects of acetate involving IFN-β in lung epithelial cells and engagement of GPR43 and IFNAR.