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Adaptor removal and filtering of the < 16 nt and > 30 nt data, t/rRNA matches, etc. yielded 8981591 and 7923122 clean total reads in the control and NaCl-treated libraries, respectively, and they could be putative miRNAs and/or siRNAs.
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After this period, the system was shaken again for 1 min and the supernatant was removal and filtered through a nylon membrane of 0.45 µm (Allcrom/Brazil).
It was found that such factors as sample record length, sampling interval, stationarity of data record, trend removal and filter length of the MEM function strongly influence the MEM spectra and affect the numerical values of the retrieved system related parameters.
Then there's constructing the temporary living space (amniotic sac and fluid), the food supply chain (umbilical cord), waste removal and filter system (placenta), and constructing the future feeding system (mammary glands).
After removal of adaptor sequences and filtering low-quantity reads from raw reads, the clean 18 30 nt sRNAs were mapped to GenBank (http://www.ncbi.nlm.nih.gov/) and Rfam (version 10.1) database (http://rfam.sanger.ac.uk), with a cut-off value of 0.01, and rRNA, tRNA, snRNA, and snoRNA were discarded from the sRNA reads.
However, a significant, though small, difference was seen between average autosome and Z expression in both males and females when data were unfiltered or filtered at low stringency (unfiltered, log2 transformed outlier removal and data filtered at 2 FPKM; fig. 2 a; table 1; supplementary fig. S1 and S2, Supplementary Material online).
Pre-processing of functional scans included 3D-motion correction, linear trend removal, slice scan time correction, and filtering out of low frequencies up to 3 cycles/experiment.
After removal of primer adaptor sequences and filtering low quality reads, 134 million high-quality reads remained.
After removal of the adaptor sequences and filtering by sequence properties, 2,388,170, 3,599,583 and 2,274,050 redundant sRNA reads were remained for further analysis, respectively (Table 1).
For the necrotic sample, sub sequential adapter removal and quality filtering, resulted in a total of 11,997,185 18 34 nt long reads.
The adapter sequence was removed using CUTADAPT [ 45],[ 46] followed by barcode trimming, quality trimming (−t 20, −l 50), artifact removal, and quality filtering (−q 20, −p 90) using FASTX-TOOLKIT (http://hannonlab.cshl.edu/fastx_toolkit/). Mitochondrial, chloroplast and ribosomal reads were removed by bowtie2 [ 47] using the default setting.
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