Project description:Single-cell RNA-seq suffers from unwanted technical variation between cells, caused by its complex experiments and shallow sequencing depths. We present GTestimate a new normalization method based on the Good-Turing estimator, which improves upon conventional methods by accounting for unobserved genes. We validate GTestimate using new ultra-deep sequencing data, generated via a novel cell targeted PCR-amplification approach, and show substantial improvements in cell-cell distance estimation and downstream results.
Project description:Chemostat incubations were established and inoculated with sediments collected from Canyon Creek, Calgary, Alberta, Canada. The chemostats experienced oxic-anoxic change of different frequency, High-frequency, Medium-frequency and Low-frequency. 18 samples were collected at the end of the final oxic phase and the final anoxic phase in the triplicated chemostats for metagenomic and metaproteomic analysis. 26 genomes were assembled from metagenomes. Proteomes were used to investigate translational regulation of each population associated with a genome.
2023-04-26 | PXD028583 | Pride
Project description:Microbial species in sediments of different depths
Project description:Transcriptome profiling of whole proboscis and body wall of the marine Polychaeta Glycera alba, adults, wild population (sex undiscriminated), collected from the muddy-sandy intertidal flats at W Portugal (2020). Transcriptome profiling of glandular and muscular regions of proboscis of the marine Polychaeta Hediste diversicolor, adults, wild population (sex undiscriminated), collected from the muddy-sandy intertidal flats at W Portugal (2019).
2023-11-29 | GSE196852 | GEO
Project description:Microbiomes in mudflat intertidal
Project description:This experiment seeks to elucidate the functional role of MYB73 in Arabidopsis thaliana siliques via differential gene expression (DGE) analysis. Total RNA were extracted from pooled Arabidopsis siliques at 12 days after flowering (DAF) for 3 biological replicates from WT and MYB73-OE lines. RNA-seq libraries were generated using NEBNext Ultra II Directional RNA Library Prep Kit (New England Biolabs) for Illumina according to the manufacturer’s instruction and sequenced with Novaseq-6000 (Illumina) using paired-end sequencing with read lengths of 150 base pairs at sequencing depths of ~ 2 million reads per sample.
Project description:This experiment seeks to elucidate the functional role of the ZFP2 transcription factor in Arabidopsis thaliana siliques via differential gene expression analysis. Total RNA extracted from pooled Arabidopsis siliques 12 days after flowering (DAF) was used for the assay, with 3 biological replicates each for WT and zfp2-2. For each sample, RNA-seq libraries were generated using NEBNext Ultra II Directional RNA Library Prep Kit for Illumina and sequenced with Illumina Novaseq-6000 using paired-end sequencing with read lengths of 150 base pairs at sequencing depths of ~ 2 million reads per sample.
