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Often, when reporting some wondrous detail, he will surround it with qualifications – expressions of uncertainty or open doubt.
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An independent cohort of patients (n=154) treated with surgery with or without neoadjuvant platinum combination chemotherapy and gastric adenocarcinoma cell lines (n=22) were used for qualification of gene expression profiling results by immunohistochemistry.
Based on this qualification, CD antigen expression for MACS-sorted cell populations agreed with the following frequency to IHC data by cell type: endothelial = 55%, luminal = 64%, stromal = 46%, basal epithelial = 63%, stem = 64%, cancer = 68%.
To define tissue-specific genes, we demarcated the qualifications as follows: (i) the expression level of every gene should >100 tpm of at least one tissue; (ii) if the gene expressed in several diverse tissues, then the highest expression level should be >75% among all tissues and (iii) the ratio of the first two highest expression levels should be >10.
Even though these are comparisons between protein level data and mRNA expression data with all their qualifications, there are a striking number of concordances that need investigation.
Interested parties for the IFNC pilots have until 11 December to levy "expressions of interest" and until 30 December to submit their final "pre-qualification questionnaire" for assessment in the new year.
Qualifications, arguably.
Her qualifications?
Their qualifications?
His qualifications?
Qualifications: nil.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com