BackgroundGene annotations, such as those in GENCODE, are derived primarily from alignments of spliced cDNA sequences and protein sequences. The impact of RNA-seq data on annotation has been confined to major projects like ENCODE and Illumina Body Map 2.0.ResultsWe aligned 21,504 Illumina-sequenced human RNA-seq samples from the Sequence Read Archive (SRA) to the human genome and compared detected exon-exon junctions with junctions in several recent gene annotations. We found 56,861 junctions (18.6%) in at least 1000 samples that were not annotated, and their expression associated with tissue type. Junctions well expressed in individual samples tended to be annotated. Newer samples contributed few novel well-supported junctions, with the vast majority of detected junctions present in samples before 2013. We compiled junction data into a resource called intropolis available at http://intropolis.rail.bio. We used this resource to search for a recently validated isoform of the ALK gene and characterized the potential functional implications of unannotated junctions with publicly available TRAP-seq data.ConclusionsConsidering only the variation contained in annotation may suffice if an investigator is interested only in well-expressed transcript isoforms. However, genes that are not generally well expressed and nonetheless present in a small but significant number of samples in the SRA are likelier to be incompletely annotated. The rate at which evidence for novel junctions has been added to the SRA has tapered dramatically, even to the point of an asymptote. Now is perhaps an appropriate time to update incomplete annotations to include splicing present in the now-stable snapshot provided by the SRA.
BACKGROUND: Fragmented cancer care (FC), or care received from multiple institutions, increases systemic health care costs and potentiates cancer care disparities. There is a paucity of data on mechanisms contributing to FC and the resulting effect on patient outcomes. This study characterized patient-and hospital-level factors associated with FC, time to treatment (TTT), and overall survival (OS) in patients with hepatocellular carcinoma (HCC). METHODS: Patients newly diagnosed with HCC from 2004 to 2015 and receiving treatment were identified in the Texas Cancer Registry. Patient-and hospital-level factors were compared across 2 cohorts: an FC treatment group and a nonfragmented cancer care (NFC) treatment group. Covariate-adjusted treatment use and OS were compared between the 2 treatment groups. RESULTS: Among 4329 patients with HCC, 1185 (27.4%) received FC, and 3144 (72.6%) received NFC. Compared with NFC patients, FC patients had larger tumors (median size ≥4 cm, 52.6% vs 35.2%; P < .001), and a higher proportion had a regional/metastatic stage (35.9% vs 26.7%; P < .001). Among patients with localized disease, FC was associated with decreased odds of curative therapy (odds ratio, 0.83; 95% confidence interval [CI], 0.7-0.9). FC was associated with worse OS (hazard ratio [HR], 1.14; 95% CI, 1.05-1.24) and increased TTT (HR, 0.76; 95% CI, 0.7-0.8). In the subset of patients with localized-stage HCC who received curative therapy, FC was associated with worse OS (median survival, 67 vs 43 months; HR, 1.2; 95% CI, 1.0-1.4) and increased TTT (HR, 0.74; 95% CI, 0.7-0.8). CONCLUSIONS: FC patients were less likely to undergo curative therapy when they were diagnosed at an early stage. After covariate adjustment, newly diagnosed patients with HCC receiving FC had worse OS and increased TTT. Cancer 2019;125:3428-3436.
BACKGROUND Moderate to severe dysregulation in retinoid signaling during early development is associated with a constellation of physical malformations and/or neural tube defects, including spina bifida. It is thought that more subtle dysregulation of this system, which might be achievable via dietary (i.e. hypervitaminosis A) or pharmacological (i.e. valproic acid) exposure in humans, will manifest on behavioral domains including sociability, without overt physical abnormalities. METHODS During early life, zebrafish were exposed to low doses of two chemicals that disrupt retinoid signaling. From 0-5 dpf, larvae were reared in aqueous solutions containing retinoic acid (0, 0.02, 0.2 or 2 nM) or valproic acid (0, 0.5, 5.0 or 50 uM). One cohort of zebrafish was assessed using a locomotor activity screen at 6-dpf; another was reared to adulthood and assessed using a neurobehavioral test battery (startle habituation, novel tank exploration, shoaling, and predator escape/avoidance). RESULTS There was no significant increase in the incidence of physical malformation among exposed fish compared to controls. Both retinoic acid and valproic acid exposures during development disrupted larval activity with persisting behavioral alterations later in life, primarily manifesting as decreased social affiliation. CONCLUSIONS Social behavior and some aspects of motor function were altered in exposed fish; the importance of examining emotional or psychological consequences of early life exposure to retinoid acting chemicals is discussed.
We aligned 21,504 publicly available Illumina-sequenced human RNA-seq samples from the Sequence Read Archive (SRA) to the human genome and compared detected exon-exon junctions with junctions in several recent gene annotations. 56,865 junctions (18.6%) found in at least 1,000 samples were not annotated, and their expression associated with tissue type. Newer samples contributed few novel well-supported junctions, with 96.1% of junctions detected in at least 20 reads across samples present in samples before 2013. Junction data is compiled into a resource called intropolis available at http://intropolis.rail.bio. We discuss an application of this resource to cancer involving a recently validated isoform of the ALK gene.
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